{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 关注公众号【Python读财】，选择“星标”公众号，重磅干货，第一时间送达"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![](https://upload-images.jianshu.io/upload_images/8316927-0fb816f497f6e7f5.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "基金定投是近几年各种理财平台比较推崇的一种理财方式，大多数关于定投的宣传语中，会有这”六字箴言“：不择时，长期投。所谓择时，便是选择合适的买点和卖点，那基金定投真的用不着择时么？本文就用数据来探究一下是否需要择时以及该如何进行择时。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 导包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import tushare as ts\n",
    "import warnings\n",
    "from IPython.display import display\n",
    "from tqdm import tqdm_notebook\n",
    "from datetime import *\n",
    "warnings.filterwarnings(\"ignore\")\n",
    "%matplotlib inline\n",
    "\n",
    "pro = ts.pro_api()\n",
    "plt.rcParams[\"font.sans-serif\"] = [\"FangSong\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 上证与道琼斯指数的对比"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 254,
   "metadata": {},
   "outputs": [],
   "source": [
    "sz_index = ts.pro_bar(ts_code=\"000001.SH\",start_date=\"20040101\",end_date=\"20200101\",adj=\"qfq\",asset=\"I\")[[\"trade_date\",\"close\"]]\n",
    "sz_index[\"trade_date\"] = pd.to_datetime(sz_index[\"trade_date\"])\n",
    "sz_index.set_index(\"trade_date\",inplace=True)\n",
    "sz_index.sort_index(inplace=True)\n",
    "dj_index = pro.index_global(ts_code='DJI', start_date='20040101', end_date='20200101')[[\"trade_date\",\"close\"]]\n",
    "dj_index[\"trade_date\"] = pd.to_datetime(dj_index[\"trade_date\"])\n",
    "dj_index.set_index(\"trade_date\",inplace=True)\n",
    "dj_index.sort_index(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 255,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '道琼斯指数点位')"
      ]
     },
     "execution_count": 255,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig,ax1 = plt.subplots(figsize=(12,8))\n",
    "fig.text(x=0.06, y=0.92, s='          上证指数与道琼斯指数走势对比图        ', fontsize=32, \n",
    "                 weight='bold', color='white', backgroundcolor='#3c7f99')\n",
    "ax1.plot(sz_index.index,sz_index.values,label=\"上证指数\")\n",
    "ax1.tick_params(axis='x',length=0)\n",
    "ax1.tick_params(axis='both',labelsize=16)\n",
    "ax1.legend(fontsize=14,loc=0)\n",
    "ax1.spines['top'].set_visible(False)\n",
    "ax1.spines['bottom'].set_visible(False)\n",
    "ax1.set_ylabel(\"上证指数点位\",fontdict={\"size\":16})\n",
    "\n",
    "ax2 = ax1.twinx()\n",
    "ax2.plot(dj_index.index,dj_index.values,label=\"道琼斯指数\",color=\"#f28500\")\n",
    "ax2.tick_params(axis='x',length=0)\n",
    "ax2.tick_params(axis='both',labelsize=16)\n",
    "ax2.legend(fontsize=14,loc=0)\n",
    "ax2.spines['top'].set_visible(False)\n",
    "ax2.spines['bottom'].set_visible(False)\n",
    "ax2.set_ylabel(\"道琼斯指数点位\",fontdict={\"size\":16,'rotation':270},labelpad=20)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "上面的这张图是2004年到2020年16年间，上证指数和道琼斯指数的走势对比图，大致代表了两个不同资本市场的行情走势。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "从图中可以看出两大指数的走势都颇具特点，道指基本是一种长牛的走势，对于这种走势，如果进行指数基金定投是可以不择时的。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "而对上证指数而言，走势呈现一种比较明显的周期性，牛短熊长，一个牛熊周期大概为7.5年，整体的重心是向上移动的。如果进行长期投资但不进行择时，虽然长周期来看也可以获得正向的收益，但却享受不了牛市带来的情绪溢价，就像坐了趟过山车，图个刺激。"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![](https://upload-images.jianshu.io/upload_images/8316927-d829b6c97f50d3f9.gif?imageMogr2/auto-orient/strip)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "所以，对基金定投而言，还是有必要进行择时操作的，在指数低估时买入，等牛市来时卖出，那么该如何进行择时呢？"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 择时的基本策略"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "定投中可以根据股指的点位或估值高低等指标进行择时操作，本文主要研究基于估值的择时操作，在估值较低时开始定投，待估值达到历史较高水平时卖出，因此如何定义估值是高还是低便是择时操作的关键。\n",
    "\n",
    "由于沪深300指数能够较好地反映沪深两市的走势，常被设为基金业绩的比较基准。所以本文其为例进行研究，并以市盈率（PE）为估值指标，探究**不同估值区间的择时效果**。\n",
    "\n",
    "具体策略：择时的指标为该指数当前的PE估值在过去7年（兼顾一轮牛熊周期）的**分位数水平**，若分位数水平低于定义的区间下限，开启定投周期，直到估值的分位数水平高于区间上限，将持有的份额全部卖出。卖出后，要等到估值水平再次低于区间下限，开始下一轮定投，按照这个规则持续运行。\n",
    "\n",
    "回测的具体参数如下：\n",
    "\n",
    "投资标的：易方达沪深 300ETF联接A（110020.OF）\n",
    "\n",
    "回测时间范围：2013年1月1日-2020年1月1日\n",
    "\n",
    "申购费率：0.15%\n",
    "\n",
    "赎回费率：0.5%\n",
    "\n",
    "估值区间：20%-80，30%-80%，40%-80%，20%-70%，30%-70%，40%-70%\n",
    "\n",
    "每次定投金额：5000\n",
    "\n",
    "频率：每周一"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 完整代码框架"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 282,
   "metadata": {},
   "outputs": [],
   "source": [
    "def run_strategy(index_code=\"\",fund_code=\"\",money_per_time=5000,\n",
    "                 start_date=None,end_date=None,v_low = None,\n",
    "                 v_high = None,plot=True):\n",
    "\n",
    "    fund_df = pro.fund_nav(ts_code = fund_code)\n",
    "    fund_df = fund_df.loc[fund_df.update_flag=='0',['ts_code','end_date','unit_nav']].rename(columns = {'end_date':'trade_date'})\n",
    "    fund_df = fund_df[(fund_df.trade_date>=start_date) & (fund_df.trade_date<=end_date)]\n",
    "    fund_df[\"trade_date\"] = pd.to_datetime(fund_df.trade_date)\n",
    "    fund_df.sort_values(by=\"trade_date\",inplace=True)\n",
    "    fund_df.reset_index(drop=True,inplace=True)\n",
    "\n",
    "    # tushare提取数据有限制\n",
    "    # 分开提取然后合并数据\n",
    "    index_start_date = str(int(start_date[:4])-7) + start_date[4:]\n",
    "    index_end_date = end_date\n",
    "    index_valuation_1 = pro.index_dailybasic(ts_code = \"000300.SH\",start_date = index_start_date,end_date = start_date,fields=\"trade_date,pe_ttm\")\n",
    "    index_valuation_2 = pro.index_dailybasic(ts_code = \"000300.SH\",start_date = start_date,end_date = index_end_date,fields=\"trade_date,pe_ttm\")\n",
    "    index_valuation = pd.concat([index_valuation_1,index_valuation_2],axis=0)\n",
    "    index_valuation[\"trade_date\"] = pd.to_datetime(index_valuation.trade_date)\n",
    "    index_valuation.sort_values(by=\"trade_date\",inplace=True)\n",
    "    index_valuation.set_index(\"trade_date\",inplace=True)\n",
    "\n",
    "\n",
    "\n",
    "    # 回测时需要计算的指标\n",
    "    fund_df[\"units\"] = np.nan\n",
    "    fund_df[\"total_units\"] = np.nan\n",
    "    fund_df[\"market_value\"] = np.nan\n",
    "    fund_df[\"signal\"] = np.nan\n",
    "    fund_df[\"avg_unit_cost\"] = np.nan\n",
    "    fund_df[\"return_rate\"] = np.nan\n",
    "    fund_df[\"round\"] = np.nan\n",
    "    fund_df[\"percentile\"] = np.nan\n",
    "    round_num = 0\n",
    "    round_on = False\n",
    "\n",
    "  #  money_per_time = 5000\n",
    "\n",
    "    # 循环进行回测\n",
    "    # 申购费率设置为0.15%\n",
    "    # 赎回费率设置为0.5%\n",
    "    for i in tqdm_notebook(range(len(fund_df))):\n",
    "        valuation_start_date = (fund_df.loc[i,\"trade_date\"]-pd.Timedelta(7,unit=\"y\")).date()\n",
    "        valuation_end_date = fund_df.loc[i,\"trade_date\"]\n",
    "        valuation_data = index_valuation.loc[valuation_start_date:valuation_end_date].iloc[:,0].values.tolist()\n",
    "\n",
    "        valuation_high = np.percentile(valuation_data,v_high)\n",
    "        valuation_low = np.percentile(valuation_data,v_low)\n",
    "        now = valuation_data[-1]\n",
    "        \n",
    "        fund_df.loc[i,\"percentile\"] = np.round((sorted(valuation_data).index(now)+1)/len(valuation_data),4)\n",
    "        weekday = valuation_end_date.dayofweek\n",
    "        \n",
    "\n",
    "        \n",
    "        if now<=valuation_low and round_on == False:\n",
    "            round_on = True\n",
    "            round_num += 1\n",
    "                \n",
    "        if round_on:\n",
    "            if now < valuation_high:\n",
    "                if weekday==0: \n",
    "                    fund_df.loc[i,\"round\"] = round_num\n",
    "                    fund_df.loc[i,\"signal\"] = 1\n",
    "                    fund_df.loc[i,\"units\"] =np.round((money_per_time - money_per_time * 0.0015)/fund_df.loc[i,\"unit_nav\"],2)\n",
    "                    fund_df.loc[i,\"total_units\"] = fund_df.loc[(fund_df.signal==1).values & (fund_df[\"round\"]==round_num).values,\"units\"].sum()\n",
    "                    fund_df.loc[i,\"market_value\"] = fund_df.loc[i,\"total_units\"] * fund_df.loc[i,\"unit_nav\"]\n",
    "                    fund_df.loc[i,\"avg_unit_cost\"] = (len(fund_df[(fund_df.signal==1).values & (fund_df[\"round\"]==round_num).values])*money_per_time)/fund_df.loc[i,\"total_units\"]\n",
    "                    fund_df.loc[i,\"return_rate\"] = np.round(fund_df.loc[i,\"unit_nav\"]/fund_df.loc[i,\"avg_unit_cost\"] -1,4)\n",
    "\n",
    "            else:\n",
    "\n",
    "                fund_df.loc[i,\"signal\"] = 0\n",
    "                fund_df.loc[i,\"units\"] = -1 * fund_df.loc[fund_df.signal==1,\"total_units\"].iloc[-1]\n",
    "                fund_df.loc[i,\"total_units\"] = 0\n",
    "                fund_df.loc[i,\"market_value\"] = 0\n",
    "                fund_df.loc[i,\"avg_unit_cost\"] = 0\n",
    "                fund_df.loc[i,\"return_rate\"] = np.round((fund_df.loc[i,\"unit_nav\"]*0.995)/fund_df.loc[fund_df.signal==1,\"avg_unit_cost\"].iloc[-1] -1,4)\n",
    "                fund_df.loc[i,\"round\"] = round_num\n",
    "                \n",
    "                round_on = False\n",
    "\n",
    "\n",
    "    # 结果指标的计算\n",
    "    action_rounds = fund_df['round'].value_counts().index\n",
    "    result_list = []\n",
    "    for action_round in action_rounds:\n",
    "        round_df = fund_df.loc[fund_df[\"round\"]==action_round].reset_index(drop=True)\n",
    "        is_sell = True if round_df.loc[len(round_df)-1,'signal']== 0 else False\n",
    "        #判断该定投轮次是否已卖出\n",
    "        if is_sell:\n",
    "            start_date = round_df.loc[0,'trade_date']\n",
    "            n_period = len(round_df) - 1\n",
    "            end_date = round_df.loc[n_period,'trade_date']\n",
    "            avg_unit_cost = round_df.loc[n_period-1,\"avg_unit_cost\"]\n",
    "            final_unit_nav = round_df.loc[n_period,\"unit_nav\"]\n",
    "            return_rate = round_df.loc[n_period,\"return_rate\"]\n",
    "        else:\n",
    "            start_date = round_df.loc[0,'trade_date']\n",
    "            n_period = len(round_df) \n",
    "            end_date = round_df.loc[n_period-1,'trade_date']\n",
    "            avg_unit_cost = round_df.loc[n_period-1,\"avg_unit_cost\"]\n",
    "            final_unit_nav = round_df.loc[n_period-1,\"unit_nav\"]\n",
    "            return_rate = round_df.loc[n_period-1,\"return_rate\"]\n",
    "        result_list.append([start_date,end_date,n_period,avg_unit_cost,final_unit_nav,return_rate])\n",
    "    \n",
    "    result_df = pd.DataFrame(result_list,columns=['起始日','截止日','投资期数','单位平均成本','期末单位净值','总收益率'])\n",
    "    display(result_df)\n",
    "    y_rate = ((result_df[\"投资期数\"]*result_df[\"总收益率\"]).sum()/result_df[\"投资期数\"].sum()+1)**(1/7)-1\n",
    "    income = (np.sum(result_df[\"投资期数\"]*result_df[\"总收益率\"])*5000)\n",
    "    print(\"年化收益率：{:.2f}%\".format(y_rate*100))\n",
    "    print(\"绝对收益：{}\".format(income))\n",
    "\n",
    "    if plot:\n",
    "        fig,ax1 = plt.subplots(figsize=(12,8))\n",
    "        fig.text(x=0.1, y=0.92, s='              {low}%-{high}%区间定投结果           '.format(low=v_low,high=v_high), fontsize=32, \n",
    "                 weight='bold', color='white', backgroundcolor='#3c7f99')\n",
    "        hq_plot = fund_df[[\"trade_date\",\"unit_nav\"]]\n",
    "        x1 = hq_plot[\"trade_date\"].values\n",
    "        y1 = hq_plot[\"unit_nav\"].values\n",
    "        buy_signal = fund_df.loc[fund_df.signal==1,[\"trade_date\",\"unit_nav\"]]\n",
    "        x2 = buy_signal[\"trade_date\"].values\n",
    "        y2 = buy_signal[\"unit_nav\"].values\n",
    "        sell_signal = fund_df.loc[fund_df.signal==0,[\"trade_date\",\"unit_nav\"]]\n",
    "        x3 = sell_signal[\"trade_date\"].values\n",
    "        y3 = sell_signal[\"unit_nav\"].values\n",
    "\n",
    "        # 绘制基金净值走势\n",
    "        # 绘制买点和卖点\n",
    "        ax1.plot(x1,y1,linewidth=1.5,label='指数走势')\n",
    "        ax1.scatter(x2,y2,marker=\"^\",c = \"r\",label = \"买点\")\n",
    "        ax1.scatter(x3,y3,marker=\"v\",c=\"g\",label = \"卖点\")\n",
    "        ax1.spines['top'].set_visible(False)\n",
    "        ax1.spines['bottom'].set_visible(False)\n",
    "        ax1.set_ylabel(\"基金净值\",fontdict={\"size\":16})\n",
    "        ax1.tick_params(axis='x',length=0,labelsize=16)\n",
    "        ax1.tick_params(axis='y',labelsize=16)\n",
    "        ax1.margins(0.01,0.02)\n",
    "        ax1.legend(fontsize=14)\n",
    "\n",
    "        # 绘制每日的估值百分位数，并用蓝色阴影部分表示\n",
    "        ax2 = ax1.twinx()\n",
    "        ax2.plot(x1,fund_df[\"percentile\"].values,color=\"#87cefa\",alpha=0.1,label=\"近七年PE\")\n",
    "        ax2.fill_between(x1,0,fund_df[\"percentile\"].values,color = \"#87cefa\",alpha=0.2)\n",
    "        ax2.spines['top'].set_visible(False)\n",
    "        ax2.spines['bottom'].set_visible(False)\n",
    "        ax2.set_ylabel(\"估值百分位数\",fontdict={\"size\":16,'rotation':270},labelpad=20)\n",
    "        ax2.tick_params(axis='x',length=0,labelsize=16)\n",
    "        ax2.tick_params(axis='y',labelsize=16)\n",
    "        ax2.set_yticklabels(['' ,'0%','20%','40%','60%','80%'])\n",
    "        ax2.margins(0.01,0.02)\n",
    "\n",
    "        # 用黄色阴影表示定投轮次\n",
    "        for i in range(len(result_df)):\n",
    "            round_start = result_df.loc[i,'起始日']\n",
    "            round_end = result_df.loc[i,'截止日']\n",
    "            date_span = pd.date_range(round_start, round_end)\n",
    "            ax1.fill_between(date_span,np.min(y1),np.max(y1),facecolor=\"#ffff4d\",alpha=0.2)\n",
    "\n",
    "        plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 294,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_result(index_code=\"\",fund_code=\"\",money_per_time=5000,\n",
    "                 start_date=None,end_date=None,v_low = None,\n",
    "                 v_high = None):\n",
    "\n",
    "    fund_df = pro.fund_nav(ts_code = fund_code)\n",
    "    fund_df = fund_df.loc[fund_df.update_flag=='0',['ts_code','end_date','unit_nav']].rename(columns = {'end_date':'trade_date'})\n",
    "    fund_df = fund_df[(fund_df.trade_date>=start_date) & (fund_df.trade_date<=end_date)]\n",
    "    fund_df[\"trade_date\"] = pd.to_datetime(fund_df.trade_date)\n",
    "    fund_df.sort_values(by=\"trade_date\",inplace=True)\n",
    "    fund_df.reset_index(drop=True,inplace=True)\n",
    "\n",
    "    # tushare提取数据有限制\n",
    "    # 分开提取然后合并数据\n",
    "    index_start_date = str(int(start_date[:4])-7) + start_date[4:]\n",
    "    index_end_date = end_date\n",
    "    index_valuation_1 = pro.index_dailybasic(ts_code = \"000300.SH\",start_date = index_start_date,end_date = start_date,fields=\"trade_date,pe_ttm\")\n",
    "    index_valuation_2 = pro.index_dailybasic(ts_code = \"000300.SH\",start_date = start_date,end_date = index_end_date,fields=\"trade_date,pe_ttm\")\n",
    "    index_valuation = pd.concat([index_valuation_1,index_valuation_2],axis=0)\n",
    "    index_valuation[\"trade_date\"] = pd.to_datetime(index_valuation.trade_date)\n",
    "    index_valuation.sort_values(by=\"trade_date\",inplace=True)\n",
    "    index_valuation.set_index(\"trade_date\",inplace=True)\n",
    "\n",
    "\n",
    "\n",
    "    # 回测时需要计算的指标\n",
    "    fund_df[\"units\"] = np.nan\n",
    "    fund_df[\"total_units\"] = np.nan\n",
    "    fund_df[\"market_value\"] = np.nan\n",
    "    fund_df[\"signal\"] = np.nan\n",
    "    fund_df[\"avg_unit_cost\"] = np.nan\n",
    "    fund_df[\"return_rate\"] = np.nan\n",
    "    fund_df[\"round\"] = np.nan\n",
    "    fund_df[\"percentile\"] = np.nan\n",
    "    round_num = 0\n",
    "    round_on = False\n",
    "\n",
    "  #  money_per_time = 5000\n",
    "\n",
    "    # 循环进行回测\n",
    "    # 申购费率设置为0.15%\n",
    "    # 赎回费率设置为0.5%\n",
    "    for i in tqdm_notebook(range(len(fund_df))):\n",
    "        valuation_start_date = (fund_df.loc[i,\"trade_date\"]-pd.Timedelta(7,unit=\"y\")).date()\n",
    "        valuation_end_date = fund_df.loc[i,\"trade_date\"]\n",
    "        valuation_data = index_valuation.loc[valuation_start_date:valuation_end_date].iloc[:,0].values.tolist()\n",
    "\n",
    "        valuation_high = np.percentile(valuation_data,v_high)\n",
    "        valuation_low = np.percentile(valuation_data,v_low)\n",
    "        now = valuation_data[-1]\n",
    "        \n",
    "        fund_df.loc[i,\"percentile\"] = np.round((sorted(valuation_data).index(now)+1)/len(valuation_data),4)\n",
    "        weekday = valuation_end_date.dayofweek\n",
    "        \n",
    "\n",
    "        \n",
    "        if now<=valuation_low and round_on == False:\n",
    "            round_on = True\n",
    "            round_num += 1\n",
    "                \n",
    "        if round_on:\n",
    "            if now < valuation_high:\n",
    "                if weekday==0: \n",
    "                    fund_df.loc[i,\"round\"] = round_num\n",
    "                    fund_df.loc[i,\"signal\"] = 1\n",
    "                    fund_df.loc[i,\"units\"] =np.round((money_per_time - money_per_time * 0.0015)/fund_df.loc[i,\"unit_nav\"],2)\n",
    "                    fund_df.loc[i,\"total_units\"] = fund_df.loc[(fund_df.signal==1).values & (fund_df[\"round\"]==round_num).values,\"units\"].sum()\n",
    "                    fund_df.loc[i,\"market_value\"] = fund_df.loc[i,\"total_units\"] * fund_df.loc[i,\"unit_nav\"]\n",
    "                    fund_df.loc[i,\"avg_unit_cost\"] = (len(fund_df[(fund_df.signal==1).values & (fund_df[\"round\"]==round_num).values])*money_per_time)/fund_df.loc[i,\"total_units\"]\n",
    "                    fund_df.loc[i,\"return_rate\"] = np.round(fund_df.loc[i,\"unit_nav\"]/fund_df.loc[i,\"avg_unit_cost\"] -1,4)\n",
    "\n",
    "            else:\n",
    "\n",
    "                fund_df.loc[i,\"signal\"] = 0\n",
    "                fund_df.loc[i,\"units\"] = -1 * fund_df.loc[fund_df.signal==1,\"total_units\"].iloc[-1]\n",
    "                fund_df.loc[i,\"total_units\"] = 0\n",
    "                fund_df.loc[i,\"market_value\"] = 0\n",
    "                fund_df.loc[i,\"avg_unit_cost\"] = 0\n",
    "                fund_df.loc[i,\"return_rate\"] = np.round((fund_df.loc[i,\"unit_nav\"]*0.995)/fund_df.loc[fund_df.signal==1,\"avg_unit_cost\"].iloc[-1] -1,4)\n",
    "                fund_df.loc[i,\"round\"] = round_num\n",
    "                \n",
    "                round_on = False\n",
    "\n",
    "\n",
    "    # 结果指标的计算\n",
    "    action_rounds = fund_df['round'].value_counts().index\n",
    "    result_list = []\n",
    "    for action_round in action_rounds:\n",
    "        round_df = fund_df.loc[fund_df[\"round\"]==action_round].reset_index(drop=True)\n",
    "        is_sell = True if round_df.loc[len(round_df)-1,'signal']== 0 else False\n",
    "        #判断该定投轮次是否已卖出\n",
    "        if is_sell:\n",
    "            start_date = round_df.loc[0,'trade_date']\n",
    "            n_period = len(round_df) - 1\n",
    "            end_date = round_df.loc[n_period,'trade_date']\n",
    "            avg_unit_cost = round_df.loc[n_period-1,\"avg_unit_cost\"]\n",
    "            final_unit_nav = round_df.loc[n_period,\"unit_nav\"]\n",
    "            return_rate = round_df.loc[n_period,\"return_rate\"]\n",
    "        else:\n",
    "            start_date = round_df.loc[0,'trade_date']\n",
    "            n_period = len(round_df) \n",
    "            end_date = round_df.loc[n_period-1,'trade_date']\n",
    "            avg_unit_cost = round_df.loc[n_period-1,\"avg_unit_cost\"]\n",
    "            final_unit_nav = round_df.loc[n_period-1,\"unit_nav\"]\n",
    "            return_rate = round_df.loc[n_period-1,\"return_rate\"]\n",
    "        result_list.append([start_date,end_date,n_period,avg_unit_cost,final_unit_nav,return_rate])\n",
    "    \n",
    "    result_df = pd.DataFrame(result_list,columns=['起始日','截止日','投资期数','单位平均成本','期末单位净值','总收益率'])\n",
    "    display(result_df)\n",
    "  #  y_rate = ((result_df[\"投资期数\"]*result_df[\"总收益率\"]).sum()/result_df[\"投资期数\"].sum()+1)**(1/7)-1\n",
    "    interval = \"{v_low}%-{v_high}%区间\".format(v_low=v_low,v_high=v_high)\n",
    "    income = (np.sum(result_df[\"投资期数\"]*result_df[\"总收益率\"])*5000)\n",
    "    n_period_sum = result_df[\"投资期数\"].sum()\n",
    "    y_rate = (income / (result_df.loc[0,\"投资期数\"]*5000)+1)**(1/7)\n",
    "    \n",
    "    print(\"年化收益率：{:.2f}%\".format(y_rate*100))\n",
    "    print(\"绝对收益：{}\".format(income))\n",
    "    return [interval,n_period_sum,income,y_rate]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 不择时结果"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 273,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "efd29a9da92a4c708b274af5c1f8345b",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2019-12-30</td>\n",
       "      <td>334</td>\n",
       "      <td>1.030638</td>\n",
       "      <td>1.4193</td>\n",
       "      <td>0.3771</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2019-12-30   334  1.030638  1.4193  0.3771"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：4.68%\n",
      "绝对收益：629757.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=100,v_high=100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 20%-80%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 261,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-05-25</td>\n",
       "      <td>113</td>\n",
       "      <td>0.810976</td>\n",
       "      <td>1.5714</td>\n",
       "      <td>0.928</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值   总收益率\n",
       "0 2013-01-07 2015-05-25   113  0.810976  1.5714  0.928"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：9.83%\n",
      "绝对收益：524320.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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mv7mg1n0e/nQpL37zM1EmIwCljqoaI1ZHOzUrnekjBjCyZ2fMRgPnD+5FXJQFj89H99QO3PG/L0NF9Zp7Wd/axFm1z8X1Zw7BajSSFBtFUoyNpJgoAB694uxA3Qh7qIbEO8s3UFjhIC7KQmGFo1XaKYRoGAkihBA1PLlwOU8uXF7rdqvJyGldO+JXVZZv3xe2rVuqlnpT6qiqs/JvQYWWI58WH4PZqK3Pf7ColOE9MlGUI6sJxUWZORzIk75kWD8+WPXbMVxZ/Xx+lbeWreOOyWO4d+o4Em1WPvjpt7C7tHqdwjVjT2NvfjFfbdgRdnx7u36ljpGIoH98/gNPzzif/+/SCTy3aCX3Th3HW8vW1QgQm1NdU5ODd6pd9RREayi314fT4+HP540kIzGOvNIKDhaVkVNSzq/7cjlcVsn5p/Zm9+EiXv12TbNWaa5Ngs3KoC5pnDe4F49+trTW9LQos5HJp/ZmUv8e/HXeNw3uSOeWVpCZGMuKHfvYuD+PHTkF7Mwr4sYJp7Mjp5B1extfsA/qXmGqPh1iovD6/ViNRg4UlbJ+Xw6FFXaKKhzMvWUaM1/6sMacCCFE+yVBhBCi0S44rTc2s4lFG36vUQSqY0IsAEUVda+hH8yz1ykKKbHRHCwq4+edB7ly1CCykhPYm18CQNfkROav3UpGYiwpsTbW7slugSsK99kvW0lPiOHKUYOYffYIJvTvzutL1rJ610FsZiN3TxlLrNXMX979usach/Z2/fUMRABarvpf533DK7Om8u6fLuNQUTnzftrUqPM0lUGvo3OHOPpkpNAtJZFXv1uN2agFEc15h7zUXsUtbyzA4/NHDO6G98jE6fa2eAARYzHz5/NGYTboiYuy8OHPm3G4PfTJSCY1Ljo0sblThzg6d4gnOdYGgM/v5+yBPcNW6apLXmkl17z8cdhr3VMTOfOo+RF1iY+yMLJnJ7qlJtIjtQO9OyaTFBPFS9/8zIJ60qgi2X24mBcX/8TybfsaVGOmNnqd0mL1NIQQDSdBhBCiURJsVq4dexo5JeW89M1PNbZHmU2Alq5Sl+odxCizlqaxfm8Oa/cc4obAXIzx/bphs5j4euPvTB8+gE8jrV7TQl7+ZjW/7s3hvovO5JSOyTw14zwOFpViMRr5Yv12Hv1sWcRObnu7fqWWJV6PVlnlZtnWvVw37jTKnflaGlQL99PG9+seWn41p6Scw2WVDOychqIoeH3+Zu8oljlcDOmWwYZ9Oa3eCc1KjmfSgB7ERVn4btMuthzKJznWRmGFnVsmDefK0YOo8njZX1DCgaIyftufx+KNO8krreChy87iw582NTiAiESvU7h36jie/3pVjTSxKUP60D01kcRAeldqXDTxNi19qFtKAnlllWQHRm2CqUbBYnCNVVfhQpNBT0qcjQSblUSblcToKDrERNEhOorkWBupcdFkJMayJ7+Y+z/4psGTs4UQLUOCCCFEg+kUhQcvGY/b6+P//e/LiGvsmwOpKJ567iJ7q00grj7R8oF533LLWSN4ZdZU7C43d73zFSV2J2f0yeLalz9CUWDGmMGM7NmZSpeb15es5ffASkmJ0VbmTJvY6OvamVfEC1+HB0RWk5FRvbqQW1LBJ6s3c9HQvnTqEA/A6d0z+Hrj7+REmJvQltcfSV0Tq6sb07sLV40exIMffsv0EQOYM20if/vo+xa9M79yx34e+mRJjXOM6tW52VKZjja0WwYT+nWrM10PtJ9Jx4RYeqcn4fJ6QxW3G6tnWgeuHjOYsX2y2F9Qyv7CklB9juCyty9/u5qF67eTXVxe43sxtHsGJr2Oz35petVwgKtGDya3pIIft+2rsW3Jlt30SEtkX0Exizf+zv7CUnJKyo8p0AouG2vQ64gym4i2mIi1momzWoiLspBgs2rVwqOtJNi0ORHv/uly7C43xZUOiiqdlAZqepTaqzhQVEq5w4Xd5cbh9mAzmySIEKKNSRAhhGiw2yePJiMxlv976/NaJ/e6Anfgj54gfDST/sh2V7W79naXh6e+CO/gXTjkFJZv34fT7eXGCacztHsmt761kN4dk3jumslc+8rHFJTbKa50ctvcL5p6eSHRFhP/uvYCSh1V3Dp3IW6vj/dX/ca04f25dtxpDOiUxus3XcKd73zFtuzwydNtef2RKA2oWN27YxIPXjKep79YzrKte1m/N4dXZk3lwUvG8/CnS1sskHB7I6cPmY2GFpvsmxoXzaAu6STYrJTYw5eunXxqb87s25VEm5V4mzX0epXHi9vrY9XvBxp0DqNex6heXbhoaB9O75bJL7sPceNrn9I3M4XxfbvV2P/SYf20SuaLfwot4xp01ehBfPHrjmOaZN4zrQOXDuvH9dUmynfqEMfAzmlUVLn4cdu+GqtzRRJtMTW4HT6/yoVD+nDduNPwqypFFQ4Ol1VSWGGnoFwbzdiZV8jE/t1JCaRsrdl9iOXb90WsrSKEaH8kiBBCNMjss4dzalZH/u/Nz+uc3BlcStJirPvPS/W773VNQAa46PS+/O2j70iMtnLlqEE8Nl9LJdp04DD55ZVcdHpf/rPkl0ZcTd0ev+JskmKiuPPtr0KdWbfXx3srN7Js6x4eu+Icuqcm8o8rz+HqFz8M61i1t+uvL52pe2oiT804n/8sWctXgXof5U4Xf3l3Ea/94WIeuGQ8j7RgIFGdUa8jKcZGVnIC/hZKNxqclc4bS9fWCCAADhWVsWzrHortTkoqA5Wt7c56fz5HO3dQL/541jAcLg/3f/BNaPGBAZ3T8EX4Pi5cvx2LycCt54wMzdsAGNQljUFd0nni8x8bf6EBVpOBBy4Zz9Ktezh7YA8GdE6jd3oSv+cW8uO2fazfm8NFQ/uydvehWifS6xSFfpkpPHbF2bzy7erQ70l93li6lq83/k5BoO7E0c4Z2JNBXdK5852vePmGqTzz5QpmnzWcGIuJt5dvaPI1CyFahwQRQoh6/XHSMEb06MRtcxfWW3gst1TriHSIjqpzv4Ro7U6vN1DwqjYDO6dRVOngUHE5k0/tjcmgD1u7fldeMZMGdG+2IGJM7y4MzurIm8vWUeqomS6RU1LBrXMX8uqsqXROiufykQN5Y+na0Pb2dv26ULG5mp3XrOR4np5xvtYx/DV8lamckgoemPcNz14zGZ2i8PCnS5p1HkGMxcTAzun88+pzSY6xkRRrIz6wNK7T7aHE7mRCv24s2bKn2c55WteOxFotfL858ntuPJBXb92Fhli4fjvLtu3F6/OHVbjW63QRgyO318e7KzZiNRm564IzQhXCZ581go9Xb27yikVnDejB7ZNHE2Mxk5kYx+pdB/l+824e+XRp2Jydogo7d08Zywtf/0THhFg6JsSEHtMTYkmLj8YYGDkb1qMTX2/c2eCgsrYCfad3y+CuC8/gbx99F1oK1+f3M+fj73ny6vOwmU28+t2aJl23EKJ1SBAhhKjTTROHMrp3F26du7BBOcjBVYXibVasJgNOd+Tc9uQYLYUhp7i8ziJSlwzrF5qMGawfUFR5ZCSk1OEkJS4anaI0y93yUb06A/Djttpz4CucLp75cgXPXXsBY/tkhQUR7e36Q6szHbWpX2YKf58+iWe+WhExTx5g4/48nvtqFX+58AwA5nwcufBgU/RKT8LucvPzzoOBHHgHJZVOiiqdYR3v5nTx0H7kl1fy9IzzeOuHdfyyu+VW+opUx0Gvq/t39I2la3niqnO5ctRAKqvcJMfaeGvZ+ia34YdtexnRsxO/5xayaMPvlNdSWyKnpIJTszoyZ9rEQH2MSvLL7WzLKQj8u5IYi5lnZp7fLL8Dg7PSefiys3jqi+U1UsQ8Pj/3fbCYZ6+ZzJ2Tx/B0MxQcFEK0DAkihBC1umzEAM7s240/vfV5rQFEj7QO7MorCj3fkVtIRZWLGIuZ3unJbNifW+txAOv21t6R6xBtpVtKAqt3aRWdbYFVjKqnRjjdHgw6HfE2S72jJA2RGhcNQE5J3TUS1u3NoaLKFVrSNai9XX+kdKZRvTpzy1nDuee9r9l9uLjO6/x83Tb6ZabQPVD/ornMX7uV4T068emaY5sw3FApcTZG9+7MH/79GU63h1vOGs6MMafynyW/sPlg/UXhmoNOqXtpUlWFhz5Zwr//cBEdoqP458LlxxRQub0+Hv50ab37BYsZ/uXdRREXCwAY3qMTxRFSwBprVK/OPHDxeJ74/IdaJ6s73V7uemcRL15/IQ9eMp7H5i+TJV2FaId0bd0AIUT7NL5fNy4fNYDb//dlrZ3zGKu25n11Xp+fFdv3A+HVmI82oFMqAD/UserNlNP78vm67aHnZYE7qXqdEnpNp2h/xuyuY69uDFAZeB9FUerZU1uB6eg7zu3t+o8uNnft2FO54LRT+NNbn9cbQAQ9+9VKfqhltKKpvtu0m4XVrq2l3Th+KMu27mX34WJySip48MPveH3pL9x67kieuOoc0uNjWrwNep0On7/uZVE9Ph9urw+jQV/nqlvNoXfHJK4YNRCPV2uTQV97lyA5NuqYg/RJA7pz79Rx3PfB4npXu6qscnPH21/RNzOFhy87K2wOkRCifZAgQghRQ/fURP7feaO4573FdebrT+zXjZwIOc/vrtiAN1AcK1JfvGNCDL07JrP1UH6tlXP1OoVJ/buzqFpF6LxS7S5pjNUcei3GaqLcWVVrxd/GWrVDS68Y3CW9zv2SYqJIjI4KjRJU156uv/r57506jhJ7Ffd/8E3E5XlrU+Xx8vbyXxu8f0P9diCv/p2aQffUREb07FRjGd9NBw5z83/m892m3aQnxDKoS1popaCWoNfp6k25u/vCsXh8fp7+YgVPzTgvVGyuOViMBkb37sJfLjyDF667gCFdM1i8cScen/a7Y9TX3lFPirFRXNmwatlH0ykKs88aznXjhnDb3C9qrEBVm+JKJ7f/70v6ZCTz3DWT6RBtrf8gIUSrkSBCCBHGbNTz8GVn8exXK8PSlI42sHMaN04YGnFFl/2Fpby/ciMZibFccOopNbbPPONU3F4fzy2qfVnJcX26snZPdmi1I4AV2/fh9vrokhQfeq1Thzh++r1mR76pvtm0k3V7s7lxwumhysmRXDl6EBVOF2/9sK7GtvZ0/dXrRDzz5Qo+X3fsE4dbg16n8H9nj8BqCs+6ra9o3tF0isJdF5zBvxatirgiE8C3m3Zx1Qvz2LAvlzf/eCl/OmdEaJL3sTg6gNTrlDpXnbpxwun075TK3e9+zZe/7mDB2m08e81kEmxN7zxnJcdz2YgBPD3jPBbcNYNzBvZkyebd3Dr3C95buZESuzMUROh1tXcJUmJtFDVhJCLBZuXZayYTZTYx67VP2FdQ0qjj80oruee9r+mVnsR7t17OE1edw63njmTGmMFcMqwfg7qkNbpNQojmIXMihBBhpg7pS3pCDDdOGMqNE4ZG3MdmNpIUmBh8qLgs4j7/WfILybE2bj13JDmlFazbo+X+Xzy0L2cP7Mk/FvxQo8ZCdRcP7ctTX4RPqiyqdPLVrzuYPmIAG/fn0TEhhgGd0rjtv8deGyJIVeG+9xfz4CUTeP7aC3n6y+X8nnskmLKaDFw5ahBn9u3KXe8uIr8scn2G9nL9CsE5EdRae0GvUzAbDViNBiwmI1aTEavJgM1sCn3FWE3ERVnoEB1FSlw0n6ze3KACbA1JC4vE51dZsmU3z14zmUc/W8bBojIsRkOdk9AjuWH8EDYfPMz3m3fXuZ/b62PuD+v56tcd/N85I5j35yv4ZM0W5v30W6NGbaob0zuL/p1SeWvZOqo8XmKtZvxq5PbfNHEoZ5ySxW1zvwgFO++t3EhKXDTPX3cBd7z9Va21QI5m0Ou4eeIwJg3oTlKMjaIKB/PXbuXR+csipiQF05mMtaQzWYwGOibE4vb5GlWpemL/7lw9ZhBvLl3Hih37G3RMJL/nFjH3h/VMG9GfWKuFBJsHl8dLmaPqmOpnCCGOjQQRQogwNosJg04Xdre7Ltm1BBGqCo9+tow1uw4x68whzBo/BL1OR0G5ndlvLmBHTu353gk2KxVVbvYXltbY9sLin/jzeaN44+ZLUBR4cuHysCVPm4PT7eX+D75hVK/OXDv2NBKjo0J3axW0oljXvvxxnR2Y9nAVw0ruAAAgAElEQVT9OkXh0uH9AXjphimYDHpMBj1mgwGL0YDJqP27er65y+vF6fbicLlxur1UeTw4XB6qPF6cbu1xZ24hvdOTKKp0hJbnrE2ctel39LdlF/DSNz/zwvUX8vQXK4ixmKhqxETjif270y0lkb/O+6bBx+SX2/nbR99zalY6/+/80Vw6vD+Lft3BwvXbGzyHJGj59n2YDHrm3jKNFxb/REpcdI0J+yaDnrsuOIO0+GhueWNBjd+pfy1aySOXncV//nAxcz75ng37Ik/Ur87r8/PmsrW4vT5yS8v5euPOOjv+wZ//+H7dGN6jE8mxtiNfMTZirGY8Ph+l9ipumTScFxb/VOt7gbY4wS1nDWdPfjG3vLGg3lTD4IIBdXlnxQbeWSG1I4RoT5TGDg03tzPm/FuWXBBCiBbyhwlDOb17Bj9u24vD5cHh9oQenS639jzwmtPtafZVcC4fOYA/nTOSM+b8u8nvMbp3Fx657CzyyyvZfbiY+z+oPygY1iOTyaf25pFPlzZ69CJIr1OYNrw/s8afjtVkxOX1Yq9y4/X7UVA4WFTGj9v3hpbgrc2Zfbvyt0snoqLy2ndrmPfTJkCbG/O3SyeyYsc+3l2xsdb5Ehajgdf+cBFZyQn8sHUv6/dmk19ux+5yU+ZwNTpF6GiDu6TzwvUXsmLHfnYfLqKkUiuyVxIouldsd0ZcsrY2fTKSyS2piFhnJZJLhvXj9vNHM/2595pcE0OIE9HyOTc1bSi3lchIhBBCnMDeXLaW//64vtZUppa26eBhfH4/ilKzVkVDrdyxn1e/W82fzhnJN7/tqnf/GKuZsad05aFPjq1Ans+vMu+nTaz6/QCPXH4WFU4XG/fnsfFALpsOHG7w8qvLtu7FbPiB+y8+k1/35aDXKVw+ciCnde3IPxf+WO8IR5XHyzNfruDF66cwvl83BnZO40BRKQcKy/h1X84xBxFbDh1mT34xn63Zwprdh47pvYA60/Qi+WHrHm6eGDl1UgjRfslIhBBCiBY184zBvL382FNR5kybyAerfmN7TuM6qe3FOQN7svi3nVw37jR+zy2sUWitPqd0TOZAUSkOV/MX4+uR1oFYq5n1tawW1tKuGj2IBWu3hi0kIMTJrr2PREgQIYQQ4rhgMujbbERFCCFaW3sPImSJVyGEEMcFCSCEEKL9kCBCCCGEEEII0SgSRAghhBBCCCEapT0EEXUvMi6EEEIIIcTJpd33j9t8YrUQQgghhBDi+NIeRiKEEEIIIYQQxxEJIoQQQgghhBCNIkGEEEIIIYQQolEkiBBCCCGEEEI0igQRQgghhBBCiEaRIEIIIYQQQgjRKBJECCGEEEIIIRpFggghhBBCCCFEo0gQIYQQQgghhGgUCSKEEEIIIYQQjSJBhBBCCCGEEKJRJIgQQgghhBBCNIqhrRvQGpKSktTCwsK2boYQQgghhDjBKYpSqKpqclu3o6WdFCMRTqezrZsghBBCCCFODlFt3YDWcFIEEUIIIYQQQojmI0GEEEIIIYQQolEkiBBCCCGEEEI0igQRQgghhBBCiEaRIEIIIYQQQgjRKCfFEq9CCCGEEMcDv9/PoUOHsNvtbd0UEYHRaCQlJYXY2Ni2bkqbkyAijAtQ27oRQpxk9IARgKcW72Dxljy+vWNc2zZJCNFs3D4Vp1cl2gh6nSRA1KewsBBFUejduzc6+X61K6qq4nQ6yc7OBjjpAwkJIsLkAt62boQQJ5k4QKvJ8+LSXQBUurxEm+XPkxAnAo8f8hwqZr1C1snd52qQ0tJSsrKyJIBohxRFISoqioyMDHJyck76IEJ+Q4UQ7U7/vy1u6yYIIZqJAvgBt19FVWW0vz4+nw+j0djWzRB1sFqteDyetm5Gm5MgQgghhBAtR9EevH4tmBD1UxSlrZsg6iA/H40EEUKIdsnl9bV1E4QQzUABVFVLa/L6ZCRCiBOFBBFCiHapskrmJwlxolAAvQI+FXx+CSROZAUFBfzvf/8DYN26dWzcuDFsu8vlinjc119/TXl5OVVVVQCUlJSQm5vb4PMuX74ct9vd4P33798f9nzdunWSbtdIEkQIIdqNOOuRPOBKlwQRQpwIVI6kMTl9UOpWcXgkselElZyczIYNGwCIjo5mzZo1oW3/+c9/WLhwYdj++fn5ABw6dIg9e/bw/vvvs2bNGnJycnj99dcbfN6SkhLmz5/f4P2//vprfvrpp9DzRYsWsXPnzgYfLySIEEK0I36/Ska8FYAKGYkQ4oQQvLurKODyqhRVqZS65I7viSy4apHZbMZqtZKdnc2TTz5JZmYm06ZNC9s3JyeHJ554AovFQnx8PHv37mXw4MGsWbOGyZMnN/icZrOZzp074/V62bJlS72jCqmpqdhsNkpLSwFwOBz06tWLrVu3NvJqT16yhqIQol1QVRW720uvtBiyS50yEiHECURBCyI8fi2lySi3ME9odrudH3/8kfT0dJYuXUpMTAx33XVXaELyl19+GQoQBg8ezIEDBygsLGT9+vW4XC527tzJ1q1bue666+o8z549e5g/fz5lZWXs3LmThIQEvvvuOzp27EhsbCydOnWqccybb77Jrl272LlzJzExMZxyyilUVlayZMkS7r33Xn799VcWL5YVAhtCggghRLtQ5fHjVyEt1gLInAghThR+9Ujag9sPHp8WUIgTy5IlS/j000+Jj49nx44dnHPOOfh8PgYNGsTUqVND+3m9XrZt28bkyZPZt28fzzzzDIqi8Prrr3PHHXdw8cUXExMTw4EDB5g7dy779++noKCAWbNmcdppp4Wds2vXrkyfPp1OnTrx0Ucf0b9/f/r06QNoN6a8Xi8GQ3hX94YbbgBg/vz5lJeXk5GRQUpKCh6Ph8cff5x77723hb9TJw4JIoQQ7UJw5CEl1hz2XAhx/PKrKh4/6HTa3Aifqn1JMtOJZ8KECUyYMAGAOXPmMGLECCorK1mzZg1TpkzB79fmwbjdbsaNGwdAVlYWTz75JHfffTcPP/wwVquVF198kauuuorJkyczfPhwNm3axEsvvRTxnIqikJyczPbt2/n111/57bffMJlMeDwe7HY7w4YN4/LLLw/tv2vXLj766CMcDgcHDx7ksssuY+LEicyZM4eDBw+ya9euUBrU2rVrOf3001vyW3bckyBCCNEu2ANBQ2pgJKJCggghjns+FVw+NVgqAj/ayIQsgtNwf1+4ha055a16zr4dY/nbhf2adKzf7+eXX37h7bff5sorr+Sdd94J2+7z+dDr9QBUVFTw/PPP89e//pXXX3+dadOmMWnSJF555RUuuugiHA4H6enpNc7hdrt58cUXcTgc6HQ6BgwYgNVqZeTIkUyaNKnWtnXu3JkpU6aQnp7OkiVL6Ny5MwcPHiQjI4Obb76Z1atXY7PZ2Lt3L6tWrZIgoh4SRAgh2gW7WwsaJJ1JiBOHzw9OL1gMClVeFY8PdIGlXsWJxePx8OGHH7Jz504GDBjALbfcwrx589i4cSOKouDz+SgsLKRHjx7ce++9eDwevvjiC+655x7y8/Nxu92kpaXx6quvcuWVV/L999/j9XpD6UfVmUwm7rjjDgBmzJjB/fffj8fjoaKigoULF/LLL78wY8YMevXqVeO4fv368f333/P000/z6quv8sADD/DSSy8RHR3NRRddxKRJk7jzzjtrXYpWHCFBhBCiXbC7tOJyHaJN6HUKlS5PG7dICHGsPH4Vtw+sBm0ehFcFq17SmRqjqSMCrUlVVebMmcMll1zC1VdfzZw5cwBISkpi0qRJoTSnn3/+mUOHDgFgNBoxGAzceeedbNmyhYEDB3LzzTfTp08fhg4disPh4OWXX6Zjx461nnfXrl2hORA+n4/c3FzGjBnDyJEj6dChQ8RjXC4X/fv359Zbbw2lNb377ruUlZVRUlKCwWDgtddew+l0NuN36MQkQYQQol0IpjPZzAaizQYZiRDiOKcG5kMoOi133aio2oRqRYKIE42iKDz66KM1Xjebzdx+++0YDAYKCgqYMWMGw4cPD22fPn06l1xyCXfffTdPP/00N998M7fddhsAe/fuxWazhaU/HW3evHl06dKFOXPmkJiYyLnnnltj9OFoFRUVvPLKK2RmZrJq1SoGDhzIpEmTSE5OZsWKFURHRwNgtVqb+u04acgia0KIdiE4kTo6EETInAghjm8eP7h9aqijYTboSLVoy73KnIgTk8dTcwT5hhtu4N1332X9+vX079+fuLi4sO1VVVX07t2badOmUVhYSHZ2Nnl5eXi9Xm6//Xbmzp0b8Vx5eXn07NmTGTNmMHv2bFasWMEnn3yC11v3/zuSkpKYM2cOM2bMYNu2bTz++ON0796d2NhYfvzxR0aNGtXk6z/ZSBAhhGgXHG4ZiRDiROJTweEFs/7Ieq46nU6Wdz2Bvf/+++zatStsPkGfPn3IyMigoKCAPXv2kJKSEnaMzWYDYMqUKTz66KNs3bqVt956ixtuuIEBAwawZMmSUApUdZ9++inTp08HICUlhQ8//JCuXbsyfvx4FixYUGexufLycu677z4eeughjEYjy5cvx+v14nA4aiwJK2rXZt8pRVEygWmqqj7XyOOmAKOAfGAM8AdVVYtaoIlCiFZUGZgTYTPpMRoUvH65VSnE8crnV3F6tXQm61E9DQVtwrU48cycOZPLL7+cM844A4DS0lLuvPNOEhMTSUhIIC8vj9mzZ4f2Ly4u5t///jejRo1i7Nix+P1+1q1bx2233YZOp93nPu+88+jVqxdjxozhgw8+IDExkQULFjB9+vRQ8bqgK664grFjxzJz5kxmzpxJRkYGmZmZfPnll5hMJgCWLl3K5s2befTRR4mKigK0CddTpkzhnnvuaY1v0wlDqa8seLOfUFHSgKnAX4B3VFWd04hjJ6EFHn8MPP8B+K+qqm/WdZzNZlPtdnsDzrAPkLufQrSuOCCZ57/fyTPf/s7OR89j2iuriI8y8d8bhrV144QQTVDlVcl3+vH5wXpUeeoKtx+DAl3jjuS5+/zafAmdDFOwbdu20GTh41Fubi4+n4/MzEyys7NxOBz07NkTgM2bN9O/f//QvitWrGDEiBGhu/9btmyhe/fuWCyW0D4+n3aDqfq8CIfDEQoAIvH5fGzbto2srKzQHAfQJmJHR0eTlpZW45itW7fSt2/fBl9nXT8nRVEcqqraGvxmx6lWH4lQVTUPeE1RlIwmHP4EMLPa8/NUVXU0T8uEEG3J7vJiMugw6nXodQo+GYkQ4rjl9as4vBBrqhkUKIDvqNcqvSoOD6TbFFRVxeUHc2BCtji+VK/rkJER3tWrHkAAjBkzJux5v341V6KKNKm6rgAieMzR5wLo0aNHrcc0JoAQmracE9GowUxFUToBA4HtwdckgBDixGF3e4k2a/c1JIgQ4vilqipuP7WOLCgK+Kv1AHx+FZcXyt3aZ97hhQKHnwq3/A0Qoj07nmaP9AeKgEmKolyFFgCZ0eZE1CjlqCjKTcBNQCgPTgjR/tz2/i7G9KzC7vIRZdLuOEkQIcTxy+0Hl1et9S6lTglPHPaq2ipOPoIBiEqpG6IM8jdAiPbseFqdKQGwAMNUVb1OVdVrgF+BxyLtrKrqv1VVPV1V1dNlpr0Q7dfnG4u5++PfqHQdNRIha0AKcdzxqypVPpVyD9iMkVORFEUJS2fyq2D3Aap2vM+vLQ8rc6+FaN+OpyAi6Klq/54LXNxG7RBCNKNypwdbKIjQyUiEEMchlw8qXCq6OiZJKwAqoSU4faqK16cVoPOjBRVUexRCtE/H0y36w4BJVdWqaq8VAPFt1B4hxDGqvjrc6r3FoX/rFSSIEOI45PNroxBxESZUVxcMGPSAxwcooKja0q/BEQivDEUI0a4dTyMR6wCjoihdq72WAOxto/YIIY5RbWvFy0iEEMcnj6rdBNDr6llVSdWqVquqik8NPFfA6QOPTxvJcAcqXrf2UvRCiIZpyyBCh3YTIkRRlIcURZkeaWdVVUuBt4HZ1V6eALzeYi0UQrQojy9y52BPYSVbc8vJr6iKuF0I0f6oqtqgFCQl8J/gaIRPPZLi5PNrgYROgSofHHaolLgkiDiR+P11DzFt3bq1lVoijlWrpzNVKzZ3BdrIQjHwiaqqB4BJgAn4qJbDbwWeVRTln8ChwL7PtnyrhRAtwXNUj+NfVwwGYE+BVhxyybZ8rhjWudXbJYRoPBVtdKGhlR1UVTvG61fR6bT0JRUtqNAr2qPbr6J6INFS37uJ9kZVVUpKSsjLyyMvL4+cnBz27dvH2rVrmT9/fq3HzZ8/H4vFQrdu3VqxtaIp2qzYXODr6G2j6jnWTmDZViHE8c/jDQ8ikqLNYc8N+uMp41KIk1twZKG++nCKogUQflUFFDx+beTB49dqRXj9WhDh9YNf/gQcV/Lz83n22WcxmUyYzWYSExNJSUnB6/UydOhQ8vPzefrpp+t8j6ioKBITE0PPnU4nVqu1pZsumuB4mlgthDjBHD1x0mQI7zEY9VKtVoi25vGrVHlVoo1KnRWktcBACybqE3wbFa1OhF45MgqhANFGKKrSXqtveoVoP1JSUnj88cfxer38+OOPnHnmmeh0Oq688kouu+wy3G433bt3r/d9nnrqKSwWCy6Xi8rKSmbMmMGQIUNa4QpEY0gQIYRoM+6jRiJMR408GHRyG1KItlblg8NObbJzbbUfglS/2uBOvxr4j88HUUYtAPGrYNRpy8OadNqka/kr0ES5uTBmDKxcCWlprXpqg8FAfHw8s2bN4q233iItcP4BAwY06Pi77rqL+HhZfLO9k8+mEKJNnPfOeVz4/kVhrw19/TQyn8kMPTfISIQQ7YKnAcutqmiVqBvTsfCpKn7AqNcRYwzMq6j2fqpaf3qUqMXDD8O+fdpjK/v888/p27cvL730EgUFBWRkZNS5f1VVFS+++CKbNm1i//79fPbZZ7zwwgvMmDGDTZs2tVKrRWNJECGEaBNju4xDT/hsSYMepvaeGnou6UxCtD2/qoYmQdfFp4Lf37D0o+B7ef1HJmIHg4XqqU61LOAm6pObC2+9pf1A3noL8vJa9fRdu3Zl/PjxWK1Wfv75Z0aOHFnn/haLhcWLF7N69WomTJhA//79mTp1KmlpaQ0evRCtT9KZhBBt4sbTbuTT3zaEvaZT/Dw47kG+XL4OkHQmIdoDVQ0ECHV06O0elSqfitsPVkPDgn9V1eZDBIMGgw5cHrAGFn8P1pGROKIJHn5YCyBAyxd7+GF46aVWO/2AAQOYP38++/bt4/PPP2fixIm8/PLL5ObmUlxczDnnnMOUKVPCjhk6dCg33nhjq7VRHDsJIoQQbSLZlsSozAksOHjktcv7XUJa9JHcXZ3kMQjRpnx+FW+wknQdvXmfqlLq0upEGBowFKGoR4KT4N5WvYJB0eZEeNUjlaul7mQjBUch3G7tudutPX/wwRadG5GXl8fzzz9PdHQ0BoOBqKgo4uPjKSsrY9CgQaSmppKQkFDr5Pzdu3czb948ioqKKCoqorKykn379rVYe8WxkyBCCNFmJna9gAU/VYSe3zX69rDtfqlUK0SbcQdGFpweLThweFXizZH3DS7v2hgqWpCiBAYcFUXBFBiF0KOiQwsmRCNVH4UIaoXRiLS0NB577LGw11555RXuv/9+TjnllDpX9vL7/QwcOJDBgwcTFxdHbGwsUVFRlJWV4XA4iIqKarF2i6aTXAEhRJsx6WLCnmfGaXfJHr9Ey4GVIEKI1uHyqWHFH1VVxelTyXP4cXrBagSHJ/KxHn9gzkQjP65+VZsToY+wTacopEYpRBtlJKLRPv/8yChEkNsNCxa0ajNWrlyJqqoMGjSIN998kx9//LHWfVesWMHs2bPZs2cPaWlpzJ8/n+LiYmJjY3n22WcpKSlpxZaLhpIgQgjRZhzu8LtlxsASr33SYwEJIoRoaaqqBQ9Or8recj+ewB1srwoun/blU8GiDx8VUFU19FXpUSlza539hmYgBkcuvHWkPymKgk6RIKLRDh0iFNVV/zp0qNWa8PHHH7N582Zmz56NoijMmjWLvLw8Zs2aRU5OTti+P/zwAwaDAavVyieffALAxIkTufvuu1EUhZtuuolLL71UAol2SNKZhBBtxuGOXCdCH+iJHD0iL4RoXg4vVLj9+FQFhwdKq1SSo7Q5EA6PiscHJr02MuBXVfyqik5RcPrA6VWJNwWDDRWt/nTDqYGRCGMdPREFZGb1cWTLli2sWrWKYcOGMW3atLBtl112GX369GHr1q107NgRgOzsbB566CG+++47AAYNGgRAampqaOJ1cnIy119/PQaDdFnbG/mJCCHajLPaSIRRr6AL3JEM3s2UkQghWo47kMJU4tZGFiwGKHVDchR4/SoOr/ZZVFVt2dbgkqs6RXssdalYDQo6wO7Rqk43pJ+nBL58gYnV9a3kLH8Fjg9utxuz2cwf/vCHWvcZMGBA2JKtGRkZzJ07NzRf4tZbbw1tq75608yZM1ugxeJYSTqTEKLNOMKCiCN/joKrMkkagxAtw+dXsXtV8pwqVT6IMyvYjAouHzg9fm11pMDnr3rxt7B5E4H/qGgrKjX24+oLHFvXhFuFxk/YFm3DZDLRo0ePRh/XqVOnFmiNaA0SRAgh2ozDc6TbYTJUCyIC/1RlJEKIFuHxQ6VbxQAkWxT0iqKNECjg9EJRlYrXX61qNIHRA5+2nCtoQYbHfyR48KuNS2fyqw0oTKfISIQQ7ZWkMwkh2oxTRiKEaHVHJlNDtEkJq8eiBiY2qICqgOoHnf5IZ7/Kp+J1HykEV+TSUp+a8lFVQ/+pnRJskxCi3ZEgQgjRZqqnM5nCggjt0Se9ByGanduvjTYoSs2CjsFOu0GBRBM4fdq/dYqCSafNn7DotbQmv6oFJDrArNdGJRoqOMJR3ydcQWpFCNFeSTqTEKLNON21pDMFOjaSziREw/lUFZev7s+Mqqq4fSoVHhWLIUIAgTYHwaeCTqcQb9YRbdI+mya9gtunjRCq1fY9FlKUXojjlwQRQog2U/tIRDCdSYIIIRpCVVUcHpU8u59Kd+1d+2D9B58KxqMnJChap96n1j6/4cjKacHzHgkkGlMnQgnWf6gvnUmRidVCtFcSRAgh2kzY6kzV7orqpE6EEI3iU8HuUSlyQYlbG22oPpLn9av4VK3uQ4VbxVzHuqqqX8Vb29KrYQXnjvzbqtdWaKoRmNShsXUlxPHn8OHD5ObmNuqYrVu3tlBrRHOTIEII0Wac1VdnqjYSIXUihGicYA0How6qvFDg9FPmVgNzF7Sq0oftfio8Km4/mCL83z+4ApPdF1iRKcJ8ieC5gvMZgh9RnU4hNUqHqb6iD5FOWtdmRQmcR/4WHI+io6N56KGHGnXM/Pnz2bNnTwu1SDQnmVgthGgzYelMYUu8BudEtHqThDguBas/6wLpP+UecPtVyt0qSVaFKh/kOSDKqGLU1V2bwa/WsTKaonXo1eB+CugbubRrsL1qA9KZtJ0b+eaiTVVUVFBUVERBQQF79+4lJyeHRx55hKqqKrp168YNN9xQ5/FRUVEkJiaGnjudTqxWa0s3WzSBBBFCiDZT+xKv2qOsziREw7gC9Rr0irb8qk8Fj05bhSnGBB6fikGvdfzrGiwIVpKu65N3dN+/qR/Thhwm6U7Hn6KiIhYuXEi3bt1ISkpiwoQJ/PnPfw5tLy0tJT4+vs73eOqpp7BYLLhcLiorK5kxYwZDhgxp6aaLRpIgQgjRZhzVVmcyVxuJ0MvEaiEaTFVVvH4Vh1cLEILBRJVHCwh8fm1CtSEwafroZV2P5lcjBwZKYPmm6sXlQKsn0dJk/kTDZT6TSXZFdo3XM2IyOHTHoRY99+HDh/F6vYwcOZLi4mK2bNnCypUrcTgcKIqC3+/n7bffZtGiRWRlZdX6PnfddVe9gYZoexJECCHajNMTeSRCkWJzQtTKr6phgYAfLZXJr4LVAFVuiDJArAnK3NoohM8PFgNUumuvEq1TFAw6lQoPxBgj71N9FOJYP58qoMjMzGY3pfcU3vj1Ddw+d+g1k97E1N5TW/zcu3btYvv27XTo0IHVq1fzxz/+kRkzZrB//34GDx7M2rVrGTx4cI0Aoqqqitdff51x48axf/9+PvvsMyorK1m9ejX33HMPAwYMaPG2i8aTIEII0WY81da0D68ToT3KZEohwnn8KhVuFYNORadAtFGHqmojDGY9WPQKHr2K1aCgV0BBW2nJ7Yd4o4LVWvd8iBiTjhhT7ecPjkbAkYnVitK0UQL5fLeMB8c+yFsb3gp7Ta/oeXDcgy1+7tGjRzN69GgAsrKyeOSRR5gzZw6vv/46L774IkajkfPPP7/GcRaLhcWLF2OxWJgwYQJpaWmkpqayf/9+CSDaMQkihBBtwu/X7o4qSqBCri5CnQgZihAijNcPBU4Vk14LHLJitMrRHr+KQdEChFjzkS69oqjYveD21Z/G1BChkYhqKU9N+ZRWi0UadE7RcOkx6Vw/+PrQaIRJb+L6wdeTFp3WKucvKCjgvffe49JLL+XZZ59lwYIFXHPNNQAMGjSo1uOGDh3KjTfe2CptFM1DggghRJvwBAIEk17B5VUxRaoTIb0HIcL4/Cq+QMG4YIfep4LLC2ZDzSBBp4DTQ52jC42hqEcmXht0R+Yq1DW6EUmw7Q3JZmpMwCE01UcjWmsUIig5OZnrrruOl19+mfvuu49Vq1Zx7rnn8vvvv5OXl8f+/fvp0aMHI0eODDtu9+7dzJs3j6KiIoqKiqisrGTfvn2t1m7ReBJECCHahNenPZoMOlxeX9hIRDBPWiZWC3GET1Vx+bXRCKNee/T4VTx+8PjBFqEfH20AkwJW47FPPlDQ5l/4AyOIBl1gqdbmLQ0hmkFwNOK1da+12iiE3W7n/vvvJyYmBqvVisFg4Prrr0dVVebNm0eHDh1ISEigV69eJCcnh7O7rzIAACAASURBVB3r9/sZOHAggwcPJi4ujtjYWKKioigrK8PhcBAVFdXi7ReNJ0GEEKJNBOdDmA0KFYBBX3MkwutXqfL4sBj1bdFEIdoNr1/F6QOnV1uq1RsIJjw+KKzS5j1EGg3Q63RYm2nycnD5V1TQ6wLLyUKThwkaOhIR2lmij0Z5cOyDLN69uNVGIWw2G//6179Cz0tKSnjggQe4++672b17NxMmTKj12BUrVjB79myWLVvGeeedx3vvvce5555LQkICjz32GLNnzyYhIaE1LkM0gqyLIIRoE8EgIlip2qjXoapadd1gX+Efi7ZzyoNfywRMcVJz+VQqPCq5dj/lbrAZtJEHXWDJVr2ircbU0nQKWPQECs4F5jMdyxs2MDCQj3/TpMeks/u23a02F6K63377jSeeeIJ//vOfdOnShW7dunHvvfeyZs2aGvv+8MMPGAwGrFYrn3zyCQATJ07k7rvvRlEUbrrpJi699FJKSkpa+zJEPSSIEEK0iWAQoQ+MQBh0WlXdoiqtym5c9JHha5kbIU5mHj/kObS0pViTglmvI9WqpRO5vCounza3qKUpikK8WUesScFfrUp1U8/c0MEFmRNx/NixYwf//e9/yc3N5R//+Ac2mw3QVmp69NFHmT9/Pi+99FJo/+zsbB566KHQ/IjgxOvU1FSmTJkCaHMsrr/+egwGSZ5pb+QnIoRoE95AEBHsROj1OpxelTyHtmpTh4QYKp1V+Hx+fH4VfW2L2wtxwtNmMiealVDKkqIo6BRtjoTbD7ZWbpFfa5UWTDThdmQw80o+1SeO4uJibDYb1157bcTter2exx57jNLS0tBrGRkZzJ07N/R7feutt4a2BYMIgJkzZ7ZQq8WxkJEIIUSbcAeDiEAvwqjTUelWsRnArAODXkdCrNY1kgnW4mTmD9ZiqDbnIfgvrwpGnTaS11pMOq09Vr0WSFgjrArVXGQU4viRmJhIZmZmvfsdXYm6U6dOLdUk0cJkJEII0Sa8/vDneoMetx8sBgUdOgx6fWguhE/ymcRJrLYYWkELMFohkymMQaeQFihal6pXG728azAC8qvICGMtVLUJ31fRamSenkZGIoQQbcLjPZLOpCgKBr2C2691iIx6cHk8eAPrwPrkD7Y4SXn8Kv4IryvVaqm0RV+zelpVU/kaGgAd6wTu44xer8fj8bR1M0QdnE4nRqOxrZvR5iSIEEK0iWCxOaPBgMVsBJ0Rt0/rlCiBMta6QLK1VK4WJyNVVbF7VPIDk6qPFlwdqbVHIo6ZCj6/NsLSHFW0TzTx8fEcPnwYvz9S+CjakqqqOBwOsrOzSUlJaevmtDlJZxJCtIngSISq05OSYMWg1xGsN6dAYC16HTqdIulM4qTkV7VJ014VYiLc9FTQ0gINxuOvI+6Tug+1SkpK4tChQ+zYsaOtmyIiMBqNpKamEhsbe0zvoyhKV2A2kI3WH+8APKyqqkPRhvgeAhIAI/CDqqrvBY4bAMxCK9Nyj6qqXkVRRsH/z957x8lyVnfe3+ep6jTx5nsVr8JFEpIASQiBCUYEG5GMYdd+ESbteo0BI+O0hPUu4OV9MevFNhjsdRC2yWAWECAQSQSBCUISSnB1laWbw+TpWFXPef94qrqre3p6wu2e6Zl5vvqMbnelrq6ucM5zzu8cHhGRgye1U0vEOREOh2NVCI2glWLHSJajJZ89O4fZlE0JR5Uim/XZMjJENXJOhGPjIUAUCTkP8n77xIEo7hexlvC0YlNWUGttx1cIrTVnnnnmau+Go/f8K/BSERkHUEq9EHgP8AfAG4A9InJ17FD8SCl1v4jcDLwjXuaVwPOArwBXicg7VvoLOCfC4XCsCrXIGhGv/qVTMN4mTtlUaMrtVvH/CoUsZZce7NiACLaUaidT2wDeGkwJKmSWlk3tZFGO9YRSaiswmjgQMd8B3hu/fjNwDYCIiFLqi8Bbgf8AXAQcBU4AFyql7gQeXqFdb8JpIhwOR285fgJe8hI4MdY0OYxsPnQu53P65sHm5lVKxYpr0CjMhpJVOhwNOjkRgz6MbARtp7v8HeuPSWCbUuolqWmPAe5QSl0InAd8PzXvZuC58esa9raQAULg5cCne77HbXBOhMPh6C3XXguHDtl/UwRRXMIw1akqnd2gYwdCKYU4TYRjgyIdtAOe1gxl1/djfA0GWRyOBRGRCHgt8M9KqQ8ppZ4O/B7wh8AZwLSIlFOrjAEjSqktWOfiXOAc4GeAEpHSSu5/wvq++zgcjtXl+Am+/sP9nPWcj3Pihm/Di15cj0gEkaC1DTfouMpM2l5I0pmUVoTOiXBsQETiCkarvSMOh2Op+EqpW1J/r2uzzO3AJ4ER4LvAXhE5DmwDplqWnYn/HQD+B/B8YB9wKnCDUuotSqnf7cH36IjTRDgcjt5x7bX88xlXUchl2TdwOtsO32EjEm97K0Ek9epLYI2l1przntJopVyfCMeGJDQukyfBHQfHGiMUkcvnm6mU0sCngNeIyCGl1N8C1ymlqsARINeySvK+KCKTwF/H2/lT4BLgs8DTlFIvEpHru/xd5sUNcDgcjt5w/AR8+UvU/BybRga56fzn8+7zfgu+9EU4MUYYOxG+VhiZK5zUStBa43na9YlwbEgCEaqR66Xgrn7HOuSXgQMicghARH6CTW96K/AgVi+RTS2/C5gQkYlkglLqiVitxHOAu4B7gGetyN7HOCfC4XD0hmuvBSMEOkMu4/OV3Vfy4d0vgCCAa6+11ZmULfcoMCfvW8VaCReJcGxEQiMgtO1WvRERdw9wrC82YXUOaX4ADAN3YisvpSMZlwLfaln+ufG0AlZsHWLTnVYM50Q4HI7ecNP3IAgIdAalFRlf43vadtD68peoTRdBKetEiJ2cJnEsbLO51fgCDsfKIiLUIiE0wnRNmA1cShM4cbVjXfI94Akt0YYrgc+KiMGWen091FOfrgb+IlkwLhF7Qqx3fSewM/7buyJ7H+M0EQ6HozfccAMA4bvuRiuFKMWW0WEiz8eLDOGPbkZln4QfRyJa7YQgNPVpUbSSO+5wrA7VCGYCoRbZSEQlsml+njOimxwpI4IR8F2zOscaRUQmlFJvAt6llDqKLdc6iq3OBPB+4H8qpT6IjTT8pYjcktrEC4DPxK//DJsGlQfethL7n+CcCIfD0TMiY40hW8peMTSQw3gZvFqZ8qMHUHuuIOdBxcw1lKphRDaTQURcOpNjQxAITFSFSCCjoWYg7zljmRbNVDGEyYpw6qBNh3Q41iIisg/4b/PME2wVpvnW/Vjq9V5sB+sVxzkRDoejZ1Qijbf9FDxPI4CvPaa+9T2OTtWYumWa4fsjfE+xKz/XEBAkTmVyToRj4xAZ6zwoYMCHgr+xjWRFo3N3mqoRAlF4q7BPDofD4pwIh8PRM+49WgXlExmhUq1RyGV548cPc+ujJZ5/8RAjBQ9F++ozInaUMYgMxjkRjg2AESGM9UFBHIXY6JWZEkyLF5HucO9wOFYHJ6x2OBw943c+ehAQJmeKXHXRIEaEvccito0O8+h4xEhezyuaFAGFLe8aRc6JcKxvRITI2EiEYI1k50BYUbVS7cXl7ug4HKuLcyIcDkdPKAaawGiMwONPyzOQsd2pB7OafC7LdOCT9b15DYFqLWBsehawI7SuxKNjPSNAFJd0NXE0wvkQ1lFQ0NS1XmJhtWN1qEYuxdRhcU6Ew+HoCZVIs3V0EMT2g9AaUJDPKDxPU6wKmWznjGZjDGBzn6dr7qHlWL8YsU7EcAY25axTsV7stJ8fmuIV//QjJku1Za2vgHSBNiGJ1qyTA7TGmA2ER2bcsXc4J8LhcPSA5NmulEYpBXFKAiIUfNv7IeN7eHohWaTdUCiKsWpPd9nhWFWsDkLwFGTiLu7rJRLx4e8/yHQl5E+/cNeS11Xx/1yvmP5ARAiMc+AcFudEOByOniACwwUP39Ps3pJFK0ApCqUZlFJoT+Frha87P4wkTvFw6UyO9U5kQCvIeYpdA4rMOilfmkiaHhkvLXldpRQKW9bVJOrqOBTh7girh7sdO8A5EQ6Howck6QanbsqDgtc+bRNerI6MqoFNb1IKFYbkFlGj0T2vHP1KYLqj10mumURMvZ56Q5zsd1HKVquaDhrTpP4/x0qSaFHcoXeAcyIcDkcPSPK5q0GN3ZsMWU+jNKCEUiYfiyUVavzEorZnRNxDy9F3GBGma8LxcndybdZTClOa4fzJVZNX0GS1SurPsbKUIiiFLhLhsDgnwuFw9AQBwsjUm0HpchlEUfXyCDZNQU9MwPjE4jbmcPQZtQiqEV3R60hsFa9DH4IgHr7OesszOZRqpESlcbeF1SESmdP8z7ExcU6Ew+HoPnG+cmQgsRv0XXeBEgI/Z3tAKIVnIvjUp+bfTGwlOBGfo9+IjFAK7V9o7PuTZb2e5ZXA1laqRab+eiko5kZp3C1h9XDH3pHgnAiHw9EjFJERvDgfWh94FBFbmQnisq9i4Mc/XnhTTkTp6DMigXIozNTivg4nub0kPWc9pjNVg8bRmakEHZZsj1aKSJqNV5fOtHq43p+OBOdEOByOrpM8Y0IBz4udiN/8DUBsvwgAFPqSJ8DHPtp2G2953gVcfcWZ8facF+HoL4zYVKaRLPhq+aOzs4FQCa2RLes0nWmyFNR1ETOVcMnre3HH6vE4bSw51G5EfOURsfdid+wd4JwIh8PRI0QgigQ/too8pWIjSdXTk3SHYddfPm87Tz57i91Wz/fW4VgaAoQG/LiJ4nI6+EZGmA2EA0VbOCBi/TkRtShislzj7K1DwPIiEfE4RFNao7hxhVXD4MpuOyzOiXA4HL1BrJGURCJssznbgM4Yg1KgFij9qFDxqJerzuToL4wIEQ3neDn2lAC1UDDSMMjUOstnGp+1XarP3j4ILC8SAda5mnOM3U1hxdE0igC4w+9wToTD4egJVlht7EgtxGlMglaKMBI8rWN9xPzU7Sn3tHL0GaGxhm1yjlaXrhdGaGgpjIBah+f58Vmbg3TOttiJqC7TiVDNtwGniVgdkvNdK3f8Hc6JcDgcPUBQ1okQGsJqlQhHle08qxrz5kPF4Qv3sHL0G1FcLchTirwPx8pLbzqXdGOvj7KvryAEACdiJ+KsbQMAzC4zEpHk4YuIy8dfYYyI7dWTiggvN/rmWF+cXAcYh8Ph6EAUSj2fOQ5EoLRic0FTwxpgnUjmdqF6psPRNaSlTn5WK6ZDIRTILMERSJoywslXd+pXjs/YdKbTNhVQCqrhMkI2MQYI45uBiCv9vFKUQ2EmsNqUrF6Xvq5jmbhIhMPh6AnJA99PqjOpRmnXs7b6GBFqUefHURKoSJsKlVCYqa1Xk8uxFjA0px8pNU/O/iKIZH2Xdz0xW2E475PP+OR8j0qw/Gs3NM1pY25wYWUIBY6XhUNFoZgEklw6kwPnRDgcjh4QCew7XKMSpvpE6EY607nbs8yWKhy7Y+8CHavtukIjhSEQmzoSGiGSpaeQOBxLpRoJtUiIjP2zo+Atzc9Y+sh4sp3k9Xq0ysZmA7YO5gDbdO662w/y19+8l9klaiPs8W12HNbh4epLlFhj0VOx0RgXydjIt967Dkzxvq/vY6JYW+1dWVWcE+FwOLpOLdK8+6vjAPixEzGQtbcbpeCc7RnCMOJAVXfsWN1uZNaI7RAsIszUhKnaBn6SObpKYISpqrGanRSVSNg/ayhFsH/W5odHRkhLetQye0VIy7/rjfFila2D2aZpN95zlPuPzSx5W0ZsGdz1eqz6lbRcR1J/Gzmd7LZHJ/jQd+5fVmnn9YRzIhwOR9cJjcL3PZRSdU1EPtOIf5+dqQBwSmUMvvlNGDvRdjtKqfiBleRBWwfCYDdVDGC8srFv4o7uUY3geEWYaRkkTyIGIkLNCJHY1Jrk3FYAy+hanWgi6nbIOktnqoYR9x2bZUuLEwEQLTOrqa6JYP3qSPqSlnOztVrWRuPodAVfK7YMzD23NxLOiXA4HF0laQLledo6EZ6dXsjq+ojW8De/wvt/8Q+8/b5P2RX+6dq226prIuJtRmKNj9BZD44eYEQIDEjL+ZWk0tQi6g5EKC3VxRRMVpfWgMukBNrrcUDzUz95FIBjM9U58yKzvIu46dpfh8esHzEAquE4JE7zRj7+x2aqbBvKLVimfL3jnAiHw9F1jEkcAKmnMxUyGlueCbLf/y57ZvYzFFUgCODLX24bjUgeVomBJdiUk7TBtYGfY44uE8WOQi2VeC9im8EZYKpmXweGuPs6qeVs2lNlCcWHTEvTrvXWJ+J47DxsG7KaiJc/6Yz6vGiJquhk6Si1mhNWrxztTOWNPJZzbKbKjpHcau/GquOcCIfD0VVskzmoBCGValAfrR3Ixp2rUajWYdcomjcaAY1IhEhjJHK955I7VhYRm6akgKmgEVEI4shXJI1IWBC/1+l0JpL5S4lENP7t5/P40GSZL9x2YMnrnbqpAMDrn3kOAL/5pDN43kW7gKU7EdC4t7hrf2VJi/4llU62kY//sekKO4bzq70bq45zIhwOR1dJogUmTnpODKyMp+plLFUQNK8UBvC9783Zlo7vUK0+h8z7xuFYOtVIKIU2yuApqIUwVhECY9ObZgPBmIY2IjB2WZ1S/ivVKNe6WAxro6zrH376dj787w9RCZZWUalUixjI+BSytiVV1vN46aWnAQ1tw1JJRyLcpb/yJIM5MPe+vJE47iIRwCo2m1NKnQ78RxF5/zLXfwnwUhF5bVd3zOFwnBzxiC1iraPSl74KZ12FPzwK2EgEH/tYKj4+BGxuu6l2Has38HPL0SOqkXCsLAz5Ch07AxM129NksirUImvsJ4L+qmkx/lPancXaxkmalIi9VPq5Y3Uxdh6WIoa+Y/8EX7zjYL28a0ISmVxuZR8D9ZuAS2daGVoPc1zhdcM6EUFkGCvW2DHsnIgVj0QopXYppX4X+C6waZnbGATe2c39cjgc3UGAIAKJE7xnqgauuw4vudsotejR17pmrc3DyhkQjm6QlAyuRTATChkdi6ejRtpS0lwujFNpalGzwDedzrTYEfZErK2wWojpQOj3HopLMfz3HZ0F4HfjVKaE5JqOoqVfwCJWbwUNQ9bRW5K0vqShogHKgS2DvNGO/+998jauv/NQXevj0plWwYkQkSMi8g/AJ09iM9cAn+jSLjkcji4ThA3xc1Hn4KabUFNTy9iSalvKsUlYvdGeZI6ukgilK5F1fn0NIxkbbUi0EJ6C4Yx1HpJ12iFiqzYt9nMjaVS8CQ0MZ/o0FBGzFB3DR3/0MABPPXdb03Q/Hk1YTn391nvBMgs8OZZIWv8gIrzlc3fwqZsPbKgeCSLCV+48zJs++bN6tTEXiVhdTcSyLn+l1OOB/cBYd3fH4XB0A0FRM9Qbdu0pHrZP++uuo1KtMVMqL3pbWiWi6jYPK2n6x+FYFpFAJRRynjXktVJkPEVG2ahCksKT9ZI0nGZxb0Ii/l9K+WETN6xLRtWzfa5S7IbR6MVhyOVqIpLVlHLRyBVDGpXDgkgQEX7y8IkNdfyrqQv7+jsOAThNBGtMWK1sgvTLRWTBKIRS6nVKqVuUUreE4dLEYA6HY/mIQDgxjQhcfeDbvPDYjyEM4aabEIFypbbULfKTh8Y5MlXpyf461h4iQjU2Zk56WzSiDUnFpcSor0aNuvi+VmwvwEi2WdybJkl5WuznCvZzE22E6nOV9WIjEdXQhmx+64rdc+b5cbWEpUQ1PAUFD7Jew1lLUmscK0R8XVQCqZfdDjbQD1AJGrWbr/3BQwDsGnXpTGvKiQBeA3xkMQuKyD+KyOUicrnvr5p+3OHYkNS+cxMgnFYZa2hFl5F7oJVCRHjoeJH3fHUv0BgBLkeuzOBGJTAwURVOdKNbuTScB5M4EfFfaznhrKcp+GpOSdbEoDUCwRJ2ycTWcMTyOzivJGaRhv902VZf2zyYmTMvqbi22G2Bda425zWjcZnoIPbi3LXfe5J7bHIfr0aRPe4izKRKIa93qm1GB5wmYg05EUqpHcCoiOxb7X1xOBzzI0B03wOIgCepzlvLjAhaQ0s1jVwKSR77xniAOeZSCoTpWnciEUZg0Ieteeu4KuzDMaIx8p2mVdSrlGI0CwOZpTkDRuznGFMvZtbXLDYFaSp2IkYKc52IpDrTctOZUHYAIec7TcRKIkDNGB4dKyVhs3kjcmuJf/vpfj4Zd1bvRDoSAfDsC3b0apfWFGtpiP5ZQEUp9dr4/dOBPfH7b4vIwmeBw+FYEYJr3ox8/hDem6+BcwcbMz748JK2k9ThVyiE5vSVwNh0E28NGF+O7pOkIRmRpn4Ny9mOwZ5reT8+35RiU85qAMYqkNY71wuGtRhQOU+jEGYCoRoZcl7nMTqJqz75CrbkOanvsFIsdtR5qmwHDEbbORHx91xOs7nkCAXGpjYFdaF7+3MgaSDo6/4/tv2MALc9MsE//eAhqrWArO9TC4K6NmgtH923fO5OAK6+4oyO6YStkYjB3Foyn3vHmjkKIvKZ9Pv4x/ZF5F9XZYccDkdbkq7S0oWHt73Mbb1+EVUf/VVAORSCCLw1cxdzdJOkg3SSgrQURAQVp8oFRmyZ1RYDQimFrxQ7B5rX9bViKCttw/i+tuf9dE3YXuiw70YaaSKKBR2OfmGxwurpWPfU1ok42UiENJcbDYwwGwh5Tyj4zcexGtnSucOZufMcS0Dg+/cdB+J7srLNF9eTb3bD3Ud4weNOmXd+ayQiWEoFhXXMaj5+NS0OrFLqfwJ3ichnV2eXHA7HyaOsgSCCbnnKvPjxw2wa8Ba/JaUQsaO06arkomwpzXUQTXcsg0SIHBprjC7FWQ2NUAyEgi/UjGK2tvSR1JF5yihZAbY1XudDRGxPiCjOCllDlli4yPyVI5NVlILNA9k585RSeEphZHlGmJDoVqwTGBlhvCJkPcUZQy37K7ZZoFaKghtsWBaJsztWrLbccNfX3Tfp/TAf48XmgiCnbuowSrCBWPHLSim1C3gJ8HIgo5QaBz4XpyM9F8gCHZ0IpdR/Al4BnKeUeiPwURGZ7e2eOxyOxSDEOd4IrYN/v/vMrcvbqKLRFbjlszaIrs8RIyLUjBDG1WGqBvwlOBJGYKpq05S2FmA2kK5VmUk6rHdCgFIA5ch6wf3uQsxWGlqmxQYPbt8/yTnbhuZN+fC0WpaQPKOt7iSrG/n4yS61CrUjESKxDfz8fj/Ifc77vr6PI1NVPK1R2MYmvlbtS2+vAidmq7ztc3fynMfu5Oorzlz0esVq49yerXbW7P3gvhNkPU0tPnFfdtlpy9vZdcaKOxEicgT4h/ivdd5TF7mNfwH+pcu75nA4ukTX0pmIR2uT18n7+Nm1keqUOyxGGlqYrLYC64kKnDm8OF2BYAXTMzVQyhqZ3XREF9qFutG7BhyI/eNFbnl4ov5+MTqGUi3kniPTvPTS+Y0sX+sF05nCyNQb0yUopRiIPYIokjkDCmlm4/MiiDZOBaGeIPDDB8bQmQwgceTMRpuDqD/ciLd//i6+tfcY39p7jEvO2MRjTxlZ1Hp3HJisv14oEvGdfcd48jlbuPvgFBOloG2q3kbEJQk6HI6uE8alZk421VvHmghrbc01uQr+wkabY30h2LQaT1tHIjQQiiy+P4PYCkqb8jBbs12ouy1J6Ggfx/OiVL+DfkREeMMnbuPD//5QfdpinIh7j84QifC40zfNu4zWnUu8/vjBMX797/6dR8eKC+xkY5ChdWtBZM+LpPqWY/nkMppztg3MmV6udcjbW0HuPTpTf/2hb9+/6PV+9qh1IkYLGSZK8/cvCiPDA8eLXHrmZl771LMB2DI4N1VvI+KcCIfD0VUEuP42O3rpl04uyzBxELRSVlzd8kF53b9GmKM31KspYZ3MUJZmJAp2nYxWbB/Q7CzAplx3z6JOA9+SWkCgb0/ge47MzJkWLULH8PAJa/ifu31w3mV8rQhb6rN+8xdHuOugNeo+dbMttnioQ4PJ9GGT+v/i9y3Og5PALh8BKoFhIGsTVxTUtW7lIFp1aYSIcHCiXH//3X3H2i53496jnPW2rzCR0jb87NFJztk+yNnbBudoHtIkfUkKGY/ff84e7nn3Va46U4xzIhwOR1cRgUcm7WPb++53T2pbSiUVmeaxtLQzEDYaIo3mcJ6yqU1JqdfFYGIDM0l98j1dLzvaDRbaUiSN/hOYvvUhuOXh8frr02IR6XR54V4vx2dq5DNex3QPT6s5PR4+cON9vP3zdyEiPHDcDj4sKL6OD17rAEPiQCS6ifXQz2C1EBFqoaGQ0TYFT2mGYofiW784uto+BIenKk2pce2awgF8MI5QpJ3j47NVTt88wJbBLBOlGlOlgGf8xbe568BU07qJDiLjKZRS5DOLLw6y3nFOhMPh6C4nxusRBP/Wn8LkZOflFyIp6Zi2FFR/p4I4ekuiJ/B0bCAuIRoRrbIWITJQCuMKU318Ak/GDeOgUYnmi7cfXHC9E8UqW4eyHWvue1oTppy+dPnMYipFptShzFWiYQ/b/O71BoFOO3XSVOKqAwNZH2MitFYMF3wE+MlD451XXgGmUucp2Opr/37/iTnLJYMMJ2Yb2odaaMj5ms0DWSaKAT9+aIz942U+cOO9TesGsRORdWWC5+COiMPh6C6f+EQ9ncOLQrjuumVvSqukAog1SJJyg2mcfbCxMLHD4MUCTxMbkovNzl4Jg3K+jzAiVI3YykR97ggXa42ow0WxUHVoESkcU6WATYXO+eKehihVnilt2JVSn/v+G+/ruB0BJqqxvkSapxsjNkrpbhAnRakWoRQMZj3CyKCVZvfWufqI1aJdVaXfuvYnhC3lv5LyxI+OlwCr55ipBGR9zZbBDGPF6ryNJIN6JMKZzK24I+JwOLrH8RNUv/Utkie3F1ThppuWHY1QWGMjMtG8AmolrvrKRqJmbElWL244Fhorjl5s24HVrIoUGqiEtnmitvpp4AAAIABJREFU6vNTtpgq7YqCJ5y+acEymAAzlZCRfGdnQ2vV1LguXRmn1CLWDTrVglVx0zqZm85UT2Fq1VI5lkQxiFBKU8j5hJEh42sKWZ/zdw4v6CyuBDMVG4l4xmO2ccGu4fr0I9PNeppEOP2/v74PgIve+TUOTJTJeZrNg1kqgbEajzYEcbgr65yIObgj4nA4uoZcey0T2U11RbQvxjaNWGY0IkmJmJotE0WmnqKQGIEaZyBsJGyHaftaK0XWi50JRVN6TKf1DfTUi0jKErcjEpvKlNjYwtxO2f1C2pg3AlsHs4wXgw5rWGarAcO5zuUvfaWJUvba8Rlr8A1m/TkVf374wFjbSk5J4bZ2hzrRzUjqvWN5lGoRhVyGgayHiDA1U8ITYddIHq1X//47Ezu773zxRfzWkxs9ItJi60oQNTkVYWTqEcmsr9kaV1qar8xrXRPh0pnm4I6Iw+HoGsGPbubwyGn4nhWeaTEQhnDrrcvaXt28aklVaJm06g8yx8ogNEp6gnUkthUUeW9x4tmk0/VqRQFsbX3b/Cz5Lv1KOp1p+3CWLUNZxmarHUuzgjXqhheIRHgtkYhjM3aUeDDnz4lE/O+v38MP2uS4Q6p3TMt0Q0Mr4zg5qoHVQYzm7D09iCK0MvieqlctWk2S6Nhw3m9KNzo01XAijkxVEIHNAxkGsx4PnWiUDs7GmgiAAynHI00tFmtnvf50+FcTV6PK4XB0jy98gbF9grppGgDzoQ/B0PJvM02DtKq/jS7HytCa3KKw58litA6B2HSizCoNn0ksgtBKYRD6ucZLsRrxq4/dxVP3bOWJuzfzlTsPE4kwVQ7YPJhluhwwXQk4ffNAPZ2wFhlqkWFoASfC1xClyjMdjzURYWR455fuBmDnSJ6j8ehxkrIyh/nuCbFOxt0uTp5SEGFEGMn7nLapwMHJMr5WZD09R3ewHGYqAQNZP9Y4LWd960QM5fymdLv3ff1eXnrp6QBMx+fPzpE89x+b5ReHp+vLaaXYOmSdiH/94cNA83lz79EZvv7zI4DTRLTDHRGHw9FVpuKKKk84Pc+WgZMzkxqpHvOXsnEDjhuHdqP3yTmymGZzYSQUQ8j5qzOimI6kyBIqSq00QWSYKNUYzHtcftYWlFJsiQ2tT//U9nB44ydu5fUfv5UgMrz4Qz/g0zfvrxv7C0UitFZNjeuOT1snIl2e86qLdtVfz9cIrFVMXd9/oamEbJ8e5jVBJTAgkMt4PG3PVgCOz9bIeLopmrQc7js6w+Pe9Q3+7Zb9y97GbCVEKxjIek29Hg5Olut6msS52DqUJTTCmz99e325yVKNS87Y3LTNIDL1df/D3/2QD8QC/476nA2KcyIcDkdXmSkbFPD2F2yvNyXqFUqpem60Y/2TlO5slRF4anHpTEk5UN1jHUKnXUkiJ+26LPcLN9x1GICfpnpFbB6wOoevxPOSErDF2ED7xM2PMFZcnBPhKU3aHjsWayLSKVSXnNHoeF1sU+p1vko6kRGKgTSVfnURzOXz0Xh0Pp/RXHXxKQBsGcjgaWtUn8yxTdKKkpH+5TBbDRnK+SiluPDUkaZ5SZRiNv53y2BuzvpHpit4WvGXv/GE+rTv33eCx/zpDRyaLDOTim7M14NiI+OcCIfD0VVmygbPg8Fsl28vSppGbp1ocuNhxBqJrb5pUqWpE9VIqEa9H/1f0DlQjX/7NRLhxWkbL39SQ6h6wa4RBrM+gxmfd3zx7vr0+481utL/8b/ZEd4F05k8VU9nqgRR3YlIc/a2Qa6/5hlsG8o19ZFopd0hrIb2fEhHfRzL48h0BRRsH8qzYzjPh19zOVc/+Uwy2kOkOaK0VJLeDSczwj9dCRjOWwf3hY87hR+//Tm8/pnn2nmJoxs7p4mAOuGJuzfzxiv3ALB9eK6Dcd+xWQazHq/+pd2856WP44WPO2XZ+7lecU6Ew+HoKlPliOF4ZKhbJFWZaibVXEpsTfqkA7FjfRCJUAllTtne0AilUKjF5V3TaDV/5/JKKMzWDKGBmUAWlfbUK1JVR1H0rxMRhNZov/ysLfVpSimuPH87xSDktkcn6tPf9eWfz1l/oepMOV9TiX+IR8dLtu9Hy/3Cjx2ZfEZTDts4EWpup2qw77NeLKLHpTueLBedOsqO4RyDsbB650iBrOeRiS/CagcHbyGSTtPVYPkX5WxKyK+UYtdonst32/SkRAuRRCJaI2Sfe8NT+eXztgPtz5GDE2WKtYhtQzle8eQz6+eko4E7Ig6Ho6vMVg2Due7dWjI62ZZiJkhe2c62r/v4LXxpEV10HWuHIIIjJcN4pWFYiFgH4kTFRhNaRZhawXx2SM0IR8pCJMKKpDR36EuQpGIppRjOwHBnW3vFSXLHk/ShQqZZ05T3F6dxGil0jkQUMl49uvDwCRvJ2L11sD5/95aB5mVrnQ3VeodqYsdMhLzvIhDdIIoET8+9n/txudMFfpqOJA3gaidxYSbpTGkSZ6GezhSfz6eMFurLvOyy05rWefqebfzX553Pq56yuz7t54emANg00GcXah/hqjM5HI6uUg2FfBfraWd9TSVKG5T231Js8Nx5YNqNNK4jBChHkLZfI4FiAJGxRmJrOpNWyvaAEJmjdzBiHYxIbLRiNbOa00Zt3tfkV29X5jBZqvHKD/+Elz/pTIrVkELGm+Os5TqUtdoykGU8FkAPLRCJyGe9einXh06UyGc8Ltu9iQdjh+JZF+xoLJvxKLfxEJvKP6d2s2qgGDVmgXMmTobAGDw113nMeLZjYi2KgOUZ2Ukk4s4DUxyaLHPqpkLT/L/77v2cs22wrsVox0wlrFdXShgp2P1J0plmqwGeVvzm5adzxdlb2DWaJ9fyjPK04veetYc/v2Fvfdrdh2wVp9GCcyLmw0UiHA5HVwkjwetiPe36zT7eZCUwzNaiuqDaOBdiXSFzXlhHoBrZVKZI5nlwtal2NBsIlYh6BEIE8j2uq7qg0L9PT9cTcZnVT//0Ue4/PssZmwtzlmk1vNLsHLUu0bPP30E+0/kgFzJevTvwQyeK7N46wCuf3BgBPi1lTGZ9Ta1dOlNMO6cwintc9umhXlNERuoamTSZ2ME8GbFxuszvF28/1DSvXIv4i6/t4/Ufv63jNmZSmoiExIn4w1ijU6xGDGY9fE+zZ8cQQzl/3nKt6V4RD8R6n00Dq9+Zu19xToTD4egqoQHkJGLcLWRThouI8Oc37OWdX7y7bjz0e9Mux9KwEQWaRpejRA8T/7XqbRS2AnCrE2FEmI11EJGxD7xNXUy1W0+ka+zvPTzNnp1Dc5YZzLVPXjh1NM9EXF7zORfuaLtMmiSdKTLCw2NFzto6iO9pPvKfr+DaV1/OL527rb6sr3VH7Uir5kFjz5cF/BjHIgmNoLWa0+Q949t21cFJOBHpZnWZloGn53/gpgXXnyoHHJgoc+qm5pjeSJzOVIkjWLYB4uKiCZedafUU24dz9Wtis0tnmhd3N3U4HF1DgFoQQdS+rvtyyCYjRrGAejwuI2kre4jzINYZkSRVmFLTjNUz+HpueVeIBbbSqPaSkKQyGWLndoXaQ8xn9PbzmZp2IgD2bJ/rRJy3c7jpfXJtZn2vPiK9mNSPTDwwcHS6wmw15JxtVg+xdTDHrtHmCIinOlcAar38dSy4znnxPFndFLa1ThgZ/DYXnR9HIk5Gz5D+Xf1U6tzxmSoPj5XmTG/lgeOzhEa4IlUAAGAw23B2K0HEzw9NsWt0ccmD/+mpZ3Hznz6Hx582Wp920amjHdbY2DgnwuFwdJVQFH4X05maIhGpV8kDSET1tXHmWBqJE5G2G41Yw3BLDrbm259braU8RYRIrFBb4khGj9uWNPajzfTWalP9xnTZOhE7hq2xdd6ukTnLnLN9iGtffXn9/UVxXf5cRlOLR30X0kNA43d48LhNFzlr2+D8y3oQmvkNVZG4Ylt8eJOXOU/ha1atO/l6IYlEtOJrDSh+4+9/xH1HZ5a97YRKKqJxfKZaf33BKc2Oa5rDk7Y08CktjqfWine++EIA3vPVvdxzZIZXPuXMOeu3Q2vFjuF8XbPzKxfuXHY37Y2Au7wcDkfX2Hu4ytHpkAePza37vlxycdgcpWzd9/h+Hpq4tKuaWw7UsTZJDH+tIN1fLPl1Pa3rudhpkimtpqZg05yyHgRt+kusCv2wD20Ym63iKcU/vuqJ/P0rn8hZW9sb9ulIwUicIpL3vfr3aq2U046knOsDx+dWZmq3rJknEiESp7pFaRG1oMSK7XcOaAqZ/o4A9TuhkbbRgIyn67/5R3708LK2ndZEJCJoaJRm3TKYrRvz7Tg8ZfULrelM0GhW+NEfPcIvn7edX7/ktDnLdOL8XdZ5uebZe5a03kbDVWdyOBxd4wf3l9BacWiqi+lMbcScAqlIhDMR1guGOOqAHV2ORKwRSfs0piZaSqsmWpmctoZmYGAws7oWfD+fqcdnq2wZzOJ7mtM3Dyy8AtSNyELG489f9jh+/OBYR/F1fTWdOBFFdgznOzoenlZtS/PWO1ZjS+V27LnRzwe+zwkjwVNzdUgZT9VDf7tGlldnLNFEDGa9uuMAjdKsO4ZzTKWci4TP3XqAe45Mc+/RWQoZr20K3dlxdGsw6/Gel1685L5Fb73qAt545bnsWOZ32yg4J8LhcHQNISm32b1tZtvUpq/VwvoDzKUzrR9EGiVcRayRESWC6QV+5GTdpmlY50PHTkQXs+zmpeNHCKg+PVknS8GiBaSvuOJM7jgwxSWnb+L+47Nc/eQzOGf7EOe00VG0I7miHzw+y/lt0qaallWKaJ4bSnJaeClRfes5sGAHcUdHbDrTXMcwMcqVVm0HehZDMhC0eTDLdDnk2HSFamiYiR2KnSN5Dk2W56z3x5+9o/76nO2DbR2ETQNZXvT4U/iVC3cu3ilOUch6FLJOnb8QzolwOBxdQ3qQq5H1G9sMI4NSinK1SlZF8WeKsxLWCaVQqIY27SgS2y9ivGIYzqgF04BaZ0usuVdxpacoYk4PiZ7QodlcPzNdDhhdrBPx5N284sn29a9ctGvJn5Xk2E+WA05ZQPCq9fzCal+BaSe2b3nfr53B1wKRMW01AWdtHeSCXcMcPDZeb+a2VBJNxOaBLNOVgCvecyMAf/ZrFwE2wlFeoCP2zuH5z58PveKyZe2XY/E4TYTD4egi3Y8KZH3PblOgVLN5DSJQDRqvHeuDamQdB99qNm00wti/TiP4yWhzk7CaRiSivtAK0W5XI2k0vOtHpivhijXVSgt1BxYY7fW1asqdT1BKsTmv2REL7dMln9M/tYtELB8R4ZGxErpNCG8w5/GGK/cwkNUUWyp7LcQjY0We9t5v8zc33gfYil6375+sz//8bQcA2DmSI4iEYEVazTuWg4tEOByOriACxZr9970vW/ro5HzkUpGIYjWsGwjvveEewBqJ7hHTv5i4NK+3QBRARFDKimQLPlRCq4sITFx9pxNq7mh0opvRCjZlFNEKWZJaKfudRZrSLCKBmUDooBNdFSZLNW7fP8lUubZyTkTq9UJOxHyaiAR7jFN121qqPrv7w8KICIGBbIuz8PWfH7G6pHnWUwoGsj6l2tKciN/92K0cTKUpjRR8JksN7cMdB6bI+breNK5Uixgt2LPmtkcnmra10Pnj6C3OiXA4HF1jvBixdVBz8WndE6NlveQhIRSDqD7MGBiDp7UbpepzSqHtHL05K/OKbkVsN2rE1vfXSsVVt5LyrLKoSEK6T4SI7Q2hY1Gov0KRiHondWnWYCggo2Coz/pW/c2N93Hzw+MAjC6yIdfJko5ELNTd2tNzNRFjxSpjs7V634pWRyLtUGqlEOY6dY4GgYHxqlDwhNFUM8aJ2LD/lcfunHfdwVxmSelM48Ua9xxplIR98RNOZbCNI1ANTb25YanWiJK97O9+2LTcO1980aI/29F9XDqTw+HoCgJMlCKG8929rdQ1EQpKqfxYFeeen755wKUr9CFGhOmaoRIKR4rCdDD/rzQbwkRFmKrZZRJDPLEdo9jBmI/ENAwMTNUMoTEIdgR6oQhIt1HK7lA719YWHljR3VmQdFWcFYtEpH6TQrbzWGa7ZnOv++gt/NG/3V5/n/QIEZH2x93dIDpisI7+dAAzlYDX/PPNHJgoERkbHRye57wQsZGApaQztS77zhdfyHC+/TmQRBnmK/OqFJy5demiaUf3cE6Ew+HoCiIwUTKM5LsbXs75HokFWU49gEbyGR536qgt8eqMhL6jFsF4RRiryJy+D60YY52MwFiDMDExo7gvSGBgobFOhV3uWEmYqtlTImlStxq0Gr6JRmNFxN2LZP94kUqsLdo5nOeJZ21ekc/1mjQRnc0QT8/tE5F0x24t75zoYhTw7XuOcvfBKe4+NFmf52jPkakK/99X9jJVCvja3Uf43r3H+ctv3Fs/h1WHMOBg1p/T7bwTrdfFQNZjZ5syqhlPUYijVOWUE7FrJF8v3+qcw9XHOREOh6MrCDBZEkYL3TWSdm9JRpoU5aB5nNHTcXfjrn6io1tUIus8DPjMqwUIjU1lKgbWCUjE0ErFmgZsJGIRsgi7PYFSYLdrZOUfckkUpZ0GYzWdmna87fN38fBYEYC/f9UT2TKYW5HPTacVLZTOpOMSr+36wdRSqYwi1hmN3Qv+6pv38rbP38m7r9/Lo2MlZ3B24KM/fIQHjs/yvXuP11OIvvCzg3GqqGpbnSmZUsgtTRMRtjgRed/jWRfsmLPcDW9+BgPZJJ2pcfOYKgc8J17+ibtXxul1zI9zIhwOR1cIDRRrwkihu5GIp5y7jcdsH2Iw6yGmUURWRBYUXTpWFwHyPmhtHQSwaU5p7UJgoBgKQxnrLIRxNEKrhqB6sfZfPEBNxQjjldUx2pPs/PR5GcTd1fvJjg0iU2/kddmZm20H4hUirRUpLEITAfDGT9w2R/+UpMao+H8R1pmYrqSMWhHGi7W+Ovb9hhFBoawIPXVt3rj3GNBoDtiOgYxHcQmaiNZIhNaKc7cP8ZarzufTr3tKffqeHcMM5Oy5UYydlFpoKAcRo4UM33/Ls/jIf75i0Z/r6A1OWO1wOLrCWDECrbseiQA4b+cwtxyYmTO6q7UmChvpTLVIKIXCSIa2DZIcK4dgR6mGMorAQFmESIRyLLTeWbDL1YxQCWHIh+mabUSmlEIh9cpMRjqnLiRGZDG0TkNowFdxJGIVNBFKQRjvcGiEqapYh2hx+vAVIamO8+ZnP4Yr24wE95L0pbmgJiI2YPdPlJgo1diR6gtQqkVsGYwdxdR5cnSqUl9GsP0oIhH8vjn6/YWN8ii0UsymHLCjMxUUnZs0Dua8JaUzJY7gr19yar36EsAbr9wDwN++4jLO32WbFiaaiCSdKXF6RwcynLHFaSH6AfeUdTgcXeHETISvFFsK3b+t2AorsSEZP9AE8JUiElMfZQwMnKjYnHjHymJEKAWmnnaSCJuTqAICYWRH5KdrQiWyTkI5EDwFvqfZXoDNOfsDa9VYfygDg5n5LRmlFKNZVe9anfytRuqQwj5YkyiKEes0zdTai35Xi/3jJQDO3TG0olEIAJ0y5guZzp+9fbiRYvXbH/lpk8GapLkoQGLn0YjwhZ8dbNpGEBkmqg0NRWRkTlrNRiaKyysrVNPxnSoFaKXbu16xs1zILE1YnUQifu2SU/mzX7vIRulSIwQvfPwp7Nlhq24NZJrTmepOxAoVAHAsjHMiHA5HVzhRjFBasXmg+3W7dUr7oOZMby7tGBmYcE7EilOJ4GjZjrqDTeFRJFEF61QEcQWdSKyRHcZaiHxcgSvraXzdcCKS9KTRnCbfaTiU2HjXjZSoaJWciGRnkkJigt2fxAnul+pMDx6fxVOK0zYXVvyz0yVekxz8+bhg13D9tQj8+IET9felJJ0pPsECA7c/OsW+o40Sooh1IqZrcRlhoBTB/tn2OouNSC00KKUIItPkRMxUIzJZr2P4zGoiojni9/lInDdPayKBqaowXmnvXg8m6UzxPk2V7Y3dORH9g3MiHA5HVzgxG6GVYtNAbyIRAJLqRytxHf4ozjdPMNgHVTnsp3HfjUHSXToSIYgaBnPyb2JMh8Ya2ZXIpvlk5hFuLuUnVErZ6IU0ukN36nLdK5RS9rxMRSKCVDpWv1RnuvWRSc7bNRxXP1tZ0k7EQp/fWrnnrkPT9deloKGJ8JQ9n24/NIVJd7hWEEZQM9axnYk9iWiecrAbkclyiNKKahBRrIZsGx1gZCCLESGXydQd+3bUy7AGi9NFJJGIZJuzgTBRbb9s4ixMlKzz4CIR/YdzIhwOR1c4MWvQnmZLDyIRKi55Y0TVR5dFwPO0zYNuLQEZwcGiG2lcaSIBgxAZqEaSciIUvrYGQ9JArhIJ5VCYp/9c3GRs6ZW3BMjGkav5tt1rNA0HKDBSd576w32wUYgHT8zyy3u2rcrnz5Mg05bWBnHjsw2LMxH06tiBrEZw3W2HmvQzUWSoRpF1WkMbLSvF56FTW1uOz9bwPY1BmK1FbB8d5Mxdm0nO2IE2nRrr1ZmyzdGChQhjTUS64tN8P4PvaUYLGSaKzonoV5wT4XA4ThojMF2FrK8ZyPUmEmGYWxfeVwpjTN3Q/PbeY/z36+6mGhpq0eqVfjVic/7NBnJiktKmxdCeD9UIcqkUJE9BObQdrCOxJV+LIfOmKWW1XWcpRzBJm8r7Nq2p0whqL9E6dqhEqEX2tdAsKF5NvrX3KBmteeb5KyuoTkiOw9ACqUwJ/+0FF9RfjxcbzfHShquv7Tk3mPORlrOmWqmSSC8CA5Ww/6plrRZGhPFSiEJhBGYqIYWMz1Aui6fVvNdQonXKZa1Bv1hxdZLOlPFU/fh3+h22DGYZjztnT8X/bhrILuqzHL2nT25pDodjLVMKNZVQ4/cof0QpVR/BTo/n2hz4hsnwl9/Yx2Qp4N3X7+Wrdx1ZNSshNDBRNpwob5yECSNChHUSxiuGwDTn/3uxxmGqaqMP5ci+b1eDHqzjuDkHo0scdDRiR07z/upGIgJjz9dQrEMUmPkdpm5z2yMTvPX/3kEtmptiEkSG7917nCefs6WpOs5KkqR0bV1kX4p0oPHoTKPy0kSp4VD4cbnnM7cNcvGpI7z//7mEPduH2DKQrTens6lNhoqJKzmd/FdZ8xSrETO1EIn/K1VDcj4MFbIMFHJNqWdplFJkFGQ8ew6VFlnmNUppIhbDpoEMk3E602QciRiZp8O1Y+VxToTD4ThpBEXV6LoQrtt4sTg3EmlKhPC1bqo7PjqQQSlFNYz43r3HVs1IEGA23FgC7yguX1oN4VjZ6gDSv5WKqy152kYKjCysecj7moEFqvekGfRha84aqSNZvWr6AxVXE0uapGU92J6ff1S323zgxvv4+eFp7j86O2feTx8eY6oc8NwLd67IvrSjGlqDc+vQ4kaU0xKHSir3PsmVh1hDI1Zrk/c99uwY5v0vv5TNg1nK8Tof//Gj/MFn7qAWmka1tw3OoakKGc/DiCAGirWIgWyGQtbH87yO5V2znsLLeLY07BIjEf4i0pkAtgxkGS/WMEbYP15m21AOf4WriTnmx7lzDofjpJE4fSXbo6FfrQGlmhsViRVopjtWD+YyTBYNxXKFs7aP9GRfFkNinATGdtXNboCHXhRrEE4dVEwHQiloFhHbkWJhNKuoRrHwusuHxdOaHlQYXjJpIbmJnanW3P5eMFsNOTJVrjfn+trdR3jfN+7l2EyFnK/59Ot+ic/fdpCtg1kuPWP1uv1Ole3+pcu3diJJC3zK2Vt5+mO2cXCizI33HGOyFDBZqvGX39jHNc85D6MzREAulcM/lPeZrQQgwnf2HUdrj+/cc4xLztjM2cN5+kepsjocnqrg+x7GGCIRZqsR2zf75HxbIEDr+RUsSkHe0/j+4su8tmoiFjr6mwez7D08zZ9edxefu+0Ajz99dJHfbG2glPo14KnAMeDpwO+IyJhSKgv8NVABNgOfFJFvxes8F3guEIjI/4invRj4pohU2nxMz+iD263D4VjrCBCGitwSRo2XQr1MqDSGt+t9IuK8hGokNkQuNr2pF3qE1prm85FUIKpFNr1nvZOUbU2M5SEfBlqGqDJasa1gR+P9WDQ90qH3w1pGYx3JcmSdiJV60H7wxvv4g8/cXh+t//a+YxyL03+qoeG9N9zDPUdmeNqebfOmka0ET9+zjasu3sVrn3rWopZPyrxedfEurjx/B7/1lN2cvW2AiVLAjXuP8rP9k3zp9oOI2Gs0n+qCPZzz2Xdkhrd+/i4ed9ooKPjC7Yd415d/4aozAUemKlZzZoRHx0vce3SGgZxPztN4nu54niggl/XQWtcd14VojUTYe/X8y1tNRI1P3bwfgO1Di3M81wKxM/ACEXmbiPwVsBV4STz7/wWmReSPgTcCf6uU2h3Pewfw34FtSqmL4mlPWmkHAlwkwuFwnCQitoTi4VnDtsHefIaOWxLb9JeUJsKzObZB3NArP5CHmbhGvKiupjNFIkzXrIOyLd/ZADNiuyXnOpdYXzfUU0PiA+5pzWibZ30Smch5ip0Dqyd87jVaWQ1IKZAV7VdxeKqzDfGTh8YAeOmlp63E7sxLPuPxpmc9ZtHL7xotcP01z2iatmkgy74js2yNjcoTxSrbC8KRsWkuO+WU+nJWaA2VMKISUe8a7vuaUiBznN2NxqGpClpDztfcfWgGpRT5jEcmo1Fa4WnVMYqW92w6U3GJmgjf0yRjQibuH9PuczYNZKgEDXdvtXQ8PeJ/Aa9KvX++iJSUUgPA64ArAESkopT6LvD7wB8Du0QkVEqdAC5USo0CP1jZXbe4SITD4TgpBNsw7PhUhd0jvUky9pVitlQhksbDRBC0spqIYk2ohHF1ntiYNV1WRIhYo/BEeeHthrGo2PY6WP+J1wuNJrZjvToQYKMxWc9Wn4pk5XpDZFNpPH/yq+dz/q5hXvnk3XzuDU/HQCHJAAAgAElEQVTlORdYDcRg1mfbOhjN3TyQYbpSq59HQShUA6ESRGwZbBiajQpQiol6ZSeFVoryBogSdqISCtPViELGJ+tZDZHWmkJGk/c1WmumKsG8TrBS1iHU2lbKCiLDmz55G79I9fJIuP/YDG///J31KFlrJGKs2v4GsqWlEtPwOhFVK6XOAB4P3JNME5FS/PJKoCIi96ZWuRmbwgSQnMgZIIynf7OX+zsf6+PXcDgcq4YRqJ6YwBjY6gcLr7AMlFaUqzXCIGpKJ7IPIiEythutNdYaD6duZjQZiRuHxc3UvHmerCK2gVoyN+gwyrZuSI7zOv6KS6XgK8oVG7nqUb2BORybrrJ1MMebnn0uTzprK1emSri+6PGncM+Raa559p51cS5uGshiBL6592g8RZgoVevzEl522el8795jBMBEuYYgcWd7obrB85nGSyFHihFZ30MQPK3YNDRANuNbJwKFdLioFdZx9bRmthpy98Eprr/zMPvHS3zxTU9vWvYPP3MHdx2cqkci0ilnoYFyINDcVxCYW851JL9mIhG+UuqW1Pt/FJF/TL2/GBgDnquUegV2UD8H/A5wBnCUZsaAs+PX+5RSw8BZwGeB7bJKTZFcJMLhcJwUgqL8lW8iRGTvvL0nn5HcqIKgxtRsKf7chjgvMKmweFwBvtv3VBOX60yciflIRtYSf6YcwlRtfUcjkkymdWCbdg2tFJ62BtJKHJZaFDFeqnHVRbt40llb58x/zM5h/uFVl3PxaZtWYG96z6YBa0ze+sgEYAcMxuOmZFsGG4bnaCHDG565B4DpqkFE8DxNENqR843Mf/nIT/n54Wk8T9X1TJmsR9ZTDGS1Le+6wK3L14pCJsPnbjvAH/3bHQBtI12F2GlIfqN8Sj+XFGVoR2svkasu3rXIb7fqhCJyeervH1vmb8a6TVeIyGtF5NXAz4D3ANuAqZblZ4CB+PWbgf8CfB4rxv6OUuptSqmre/Vl5sM5EQ6HY9mIQOXYJBN33U8UCf69e2Fysuufk9QqjyJDLWjkIHi6IWKGOHUocR66bLcLViit1QJOhKQq8sTrjFfWtxMBc7uGO6y4XGjul9Erjs9Y42z7yNpPVVoM6ZHshKRvRNqJAOrV0TytqNUCPE8ThhGzlY3tRDw8VkJjCx1UaxFKqXr0Ied7KK07esCxVI3BvMeBiTIPnSgC7TtKJ+W/T8za89SgCeMeP1k9/wBEumz47z3rXC4+bX1VZwLel3r9r8BLgTI2KpEmBxQBRGS/iPw11onIAe8G/gW4Qil1ca93OI1zIhwOx7IJRVH87Jf4Xxe9BiNCJgrhuuu6/jlJTnmrvsDTGom7AoOtEX/ejhGeef4ODN2t0BQaK5LVgOlgMBtsqoSOH4zL0QusNZIyu+6B0kzO0+wo6BVJHzoRV2HaPrwxuvm2K5v8vm/sA2BzSwqMH4+0A5SrAeNTs0RGOD5b3VBd5dtjdRClWoiKS7oGxuBrUCieuHvhUsDTlWZxSbvzfShOQzo6XSGX8ZgJhCOxvkx1GJgZTEUicv4K5QWuDEeBbEtFpePAJuBBoLX6wS7ggZZpvwZcBzxeRI4C+4Bn9WZ32+Pu+Q6HY9nI8TFm77iHIDtg0wTCEG66qevRiHrd/ajxpMn7Hr5WGBGCuMZ5ZAwjAzYc3+1OUkl0QYCkDknYpuSrSCKmbSy/3qlEQmWF0nYc7SnHFWwGsxtD6tjakyZKXYcD2WZjM2lOppTiT371fH7jstMA4USxuuEbztmBDmnImhSEocQDN1K/77VfN06DWkSobfcWm4lzeKrCYD7LTGg7jEMjFbUdzU7EujJZbwUySqmzU9M2Aw8BNwE7lFKnpuZdCnyrZRvnxeLr5MCENFKeVoR19Ys4HI6VRT7yUYzybIqPEQLt2/ayXY5GJM+otKEwmPPwtKJSrSEilCMIRcjGJQcFxSKrDi4KQyPkXotgpmaYCYRjZZnjTCQRi2S/13PShIgVtQcRzotYRZL8/o3Q2BAg09JKuVRrXOytI+FJJSClFE86awv/8YlnIAJjs7V1fW0uBqUVClW/t2lttRCbB7Mo4LRNnW1SrUCrhc+55F6oFAzls1TiymXViFjo3n69tCYi0cGsB0RkEvgYtgdEwrOBa0VkHPg/wOsBlFKDwPOADyYLxv0h7ozfHlJKecBOYG/v977BxrjbOByOniA/+iEGbZu8ATXtQxjCrbd29XPq6UypJ00+45EEHIZ8wcOmV+V8W9dca8XEPGUDl0Oqzx01A4dLwkQVpmvCbCo0n4iMdTxKF/fCW7ck360W2VK8jtWhFguDetU1vt/Ies3RhpmK1UOcvW1ozrJJJAKlGMz55DMeI3mfyXJQrxa0EYmMQSmFoOsCh0vP3MyzHruTx+wY4vee/Rhe/IRTOm5DwZyGdO1uA+lU1FxG2wiINAZc5vsZRlIlXV922emL+2IrQGiEUiAnmw53DTCqlPoLpdTvA2fScBTeAmxRSr0P61C8QUT2p9Z9BvC1+PW7sILsU4EbTmaHlsrGiHs6HI6eIJ/9v8h0juAzh+373/5tuPgPuv45ibA6NELG0wSR4TcvP73ehEgjjOYU1WpIJu6G3M0SrxJ3wSZJUYr1ERgb7q9EUAxiJyIWVvvajnyu95zrRPOR97BpZI6ecv+xGT5/20H+8FfOI5OKOiSRCH+DRiKOTtvyrq/5pd1tlw2jiIFUqlch61GumXWvV+qEAhBhYrpkB0kU/PplZ5DzrZF/3o4h9AKnk8JGL+ZsF7jhrsNceuZmdo3mU06EYsdwHo1NC61FMOA1UkTTBEaaRrozfXRuG4EjJcP2gmI4u7z7nogUsU3l2s2rAm/qsO7fp17fhE2BWnH65xdxOBxrDiOAgozYihvPuqA3LauTSMRdB6cYyHpcf80zeNqe7fURsNDYaubHJqfJeQot0hSi7wZJJEIBM6GtCFWN4mNQL/0qVI3US87C/GH6tUxghGLswBlpCMkdvedf/v1hbrrvOD8/2FwB8oa7jwAbJ50pHXE5ZTRPEBmed9EuLjljbgnbjGebVU7NFOvTChmPShBt6HSmLYNZRGCiWAZsoYq8rxqRU9X0T1u0gtc89eymaUpZp/YNn7iNF/7N94FmPdtZ2wbrkYjhDGQ8mwXbSikUHpkVvvr7z+A7f3Ll8r5kjzDYKIpZJzmcSilPKfX8pa7nIhEOh2PZJE3VlIJnnz/UM+FbOsd5qtxoaJc4EcYI//C9BzBijYtqaChVa2S7VMyj3geBRodusE3EknmJIzFdbURAFPZhs96CEZUIjpWEUwaMLZsZgb8+nqV9z3DBPrbH4nr7AOVayAPHZ4HmrtXrmWxcqeexp4zwB889j3ItZM+O4bbLthvBHsz6lIOwrfG6Udg1mmcyVVhJadv3J7lfGVm4PLFScMaWQtO0B48X2XdkBmicp5ExZDzFx377KezaOsxMaAdY8jlFaITWNqWVUAiNHaC48NSRk/mavSG+8a9E+eaVQEQipdTDSqk/Aj4oIovqHLsxhiwcDkdPMGLD3uWaUFhmSHcxpDMX0tGFRrM5w/V32ZSqnK/RSnU9TSFpprYpC/m4/n9sz9mUntSygbHL5r2Go7HWqUZCMZUDbOJ8ZhEblfHXy9O0D5mthtx/zBplSaf0mWrD+ntkvFR/7W+QkNBQzue/v/BC3vGiCzltU2FeBwKoa7bSFDKaSs0QrjcPfwkEkUEE3v78CwDwlGZTFkZzDT1XEHVuIqmUmpNCd8sjE7zogz9omhYaYbSQ4Ulnb6aQ8eoDLLYxp4oHW5J7i1AKhbGKxPeY/vuNBDBqbRrRSqlCu+kishf4JPB/lFKXLmZbLhLhcDiWRSKKQ4RSLaKQ7d3tNG0DpJ8niUH14LFGmkLW91AqQGK9Qjeo6yvEGiQjGYOviEWJDUG13Sc7RWPnD2ZsWF5EVqRfQC8QESqRcLQkDPowktP1CEzSybuwNr/amuA9X9nLnQcn2Tmc57xdVjg8Uw7q59TtjzZKKm8UTQTAU86Z25m7HV6b624g53GkWCPqP/t0xQiMcNnuzTxtz3be+7V9lHSNofg+bivOJdWX5r+4FfacS9KT2iEihJFYBzdeJqvtYExG20EXpDnaGxob8U0GYfrt9pJ81bU2dqKUegzwV0qpcWCS2JeL/5LbehH4glLqX4H3icjsfNtzToTD4VgWiWEdRobQwEAPIxF6nkeIF4coPvDt++rTsrEosJeCZk9rhrO2PwLEwmtp3IGHMo0ULCte7NmurAiCHZEsBlYHUvDtCKH9E9tobo06SGuBOw9aJ+HoTIVaLLL5zC37+frPj/JPr34i37/vOINZn1e1ERU7IJ+xhvHVV5xRnzaY9SnVSvVu9xsRa9jb6/Zvr750ziBHPVVzAXylUTQGVFp57Du+xlUX7apHjpMiFUOZxOG160UmLtUk1qLNaJvyJH3oRURrtOyeiNwHvHi++UqpHHCBiLxZKXU68OdKqWPAN4GfikiTBt45EQ6HY1lEYlOGKqG9kw70MBIx3wh+u5KiNp3JGvZdS2mSxoNvzr61fIZps1iS7rSW+60abHpWUtsd7GhhKRCnh1hBJkoNLcRkuca37znGI+Ml3nDlHl74uM7lODcqvqe5/ppnNE0bzHmUg7Cp9Gg7pmtWOjvcw/vbahFEtjM1wJlb2xfFWOgWqoCMrzt21qwEhvFSgJ/KS03fuhXWUSiGdmBma85WwNMaxPTnvVPWpg/RFqXUKcDpIvJT4BRsT4o7ROQAcI1S6mrgHBH5ceu66++qcDgcK0Il0hRDn3Jc2rSQ6d3tpLUOeYJuMz3rWU1EhHRd0NxpsD1J7TGmTYhb1ra4Ook6aWUf6DOB1KtTVSMYyDgvopecu31u74OEHz04BsATz5xblcgxPwNZj8gIswv0kgkMHC2v4Yu3A6GReTU0WnW+36XxPVWPRL7qKc3RsP/6vPMBmCrV8LWa3/BW9lhPVaWeW6Pj6f1IF/uY/v/svXmcZGdd7//+nlN777P1LNn3kBBC2BJ2lE0RWQQEFUl+RgURFVTUq165ClyvLLKGRQQvNyKCYpQdEggRSCAkkHXIOskks/ZMd09vtZ1zvr8/nvOcOlVd1V1VXd1T3XPer1fPdJ069dSp6qrneb7b57umiMiIiFwnIp8Qkb8XkQ8D3wAmAVT1IaAuT1BV/0VVP9NsvMSISEhI6Bpvaoa5f/g0sLrpTK0iEc2Mi2wqDK33sCDPbKIXj2Wdb3aTfbQULFok7RWu622IzVcWGEzBgmfUmOaqikjznPOE3qEKZ29rbkj85BGT6rRpMLOWl7TuKWRS+H7AZMlbMvVRMBG3jdjvpepTFx2I44iwNQebc0t/t0VMTxxrcTTWqZy51UQ49h8rkQ/l8rQh+mOnj5JnGnn6oViDE06w7bz1XqCU17DAZb1GIlT1GPA+4F9U9c2q+kbgC9TbRW3bBkk6U0JCQlc4KP513+boXBUGVjedqVUPs2ZGRCqMRESF372ixVg2FF/yYbYCGbfJpnqJosP1gDWiRKCQdsin1m+R+HrD8wMqvs8pwwPcd3gOEXjzc89h94GZqDcELO7gnLA0hUwKPwgoVYOWUqa2yWQkrLDBPvKeHyzZwK2ZqlWr8+xbc8bWWlrUaCHNcC4NwMRsOTIwGt9KJ5wfi76JcHqBOccRG+Fd/s0v+caJs70gZFdJXMAL1ERoCNX41u+cvh+4MHb7YeAdIvIApqj6SSLyBmAh/AHTDfvDqurFB0qMiISEhK5wjh5lz517+fvxFwGQL88DTZXjVkyr/WqzmoiUa5vMKUEPdV6j8HoTFKMi4kitW7VFQm9aOwthP1LxTfM8W/MIrSNDCb2l4vu8/KrvA3DOtiHe/NxzOGd8iJM3FbjsjM2REfEz5207npe5LilkjczoQsWn6GnLrsPWgFi/+8XmqCrVIGjpoOlssNqccO74EKOFNNMLVbYOZtkxWlsTzoql5cWfVjBzp6/m96mS1gwNWf69D0Jjr+zDdFkZL/TgNTVhrqrMVWHngKz3z8QBTN2D5WFMStPngQJwOvAtIBve3gz8uNGAgCSdKSEhoUv06qvZm90S3R7+zrWr9lzNah9aHU+7Yo73KBJR9JTKEgOp1DxrUWM5Vb565wFmS2G/njYWwn5EVSl6yv75gEqQLBhrzUyssWI65fCz549z8iazQ4p7kC85ZWzNr229M5BJISIsVH0mSkt8O0OloEqgfdmvoFuqviIs7vHQKXYGdsKoheMI//MXHgPA1qEsp2+pRSbOHh9sqvgkGGeLHzpgyoGpj2g3nansw2QxwFeYKjVPPfVVma8GK/obVgOzHkSG5fr9OBwEzhMR6314CDhZVRdU9QhwF1BU1dtV9SZV/bKq3tBsoGRNSEhI6JyJI/CNr1NyannYYzd+C6anl3hQ97SarJs1OMu4DgemiwB8574jK37ueU85WGyuuoQ9pmYRtCpM90/M8+Fv389V198fpTutxwUnwCzQc1WTLtAqfzphdZgp1hx/6YbPejyVb3w4t2bXtFEYyLhUqh7FqrbsWh1PZTpWNkW/G4WKH4D0pkmkrZey+GEEeOtQtu68s7a1iESIaW7nByZ11Q9qUYklRJ8iAoUFP2yOp6ZvTSNlHw4tKNNd/g1tOqevEASm+HsdBpYBUNUAuBu4UkQ+BPwP4HUiYgta9gDntjNWks6UkJDQOZ/4BKqw4NYWiaxXgWuugcsv7/nTlb3mWhjNIhEp12Hv5AIK/GTvFFy6MtnLIAg9W0tkI9m7NLQ0Dh4zRszBY6W6c9YbGnphfQ3TtNbporlemSnVIhGZVH3NQzylbHy4frOWsDyFrNn++NXysptBVaNIVvZhdIPYa5VqEDaKW9mX2j76b1/+WM7YZFKX9k+bee/ksfq8otNCGdlmNttg2jSgKwem4DttP+5t1JP5amoprIJcq/O9FgZGJ1QDKAWLi8PXG6r6t/HbIrJDVY+GNx8CXoTpDbEkSSQiISGhc274DoEXMOvGVlTPg1tuWZWnK1aauwqbedHSroSb/h4V/0bFfc33Go32hVJLQ4mnCqzHNUepeRX9IKmFWGtmS4tSkJsyVkiUmTqlECoF/b8b95qOyS3Q0ID21TQ/2yiYSIS0lHhtm1AK9lnnbuOxJ40A8Oonn8wzzt7C5U87re7UTMoJ0z0X17mlHIdC+Ab7Wm8QLNUPMFClElgFrSUiF+Hf0F/JRKxmHqx4S1/TekRVD8Ru7gNubudxSSQiISGhc776Vag4zH95lvQDM3zstbvgTVev2tO1mvabqjM5TrRh78WmN0pHkmUclmFRtSrMh93YbDge1mc6k4ZSi0bC8XhfzYnHZ36wN/q90iIaB4lx1w350NVd9jzT30V1Udd1DTedgSpeIE0VnNYrlbBV90pFvewcF9+cjw/n+H+/8ZTo9vV/9GyK1drn12/hkLEEGtZE2ANLl6wQBLGaNGxNRPNnWOnmXzFiE/Pexp0SVXUKU1i9LBvIrk5ISFhLAoW5UsAFO7NsG1pdf8TTztzMCy7Yvuh4K4nXQEHRFfcvsEV4S+3/456vIIxKzFeMB/nuAzNUAj+ql1hv2BqPTVlh6zJ68Qm955Epo674zLO38pqnnHqcr2ZjYQ0v+x1vpp2gwG/835v57I8exdtgrueKb17QUhKv7SIs3XzttC0DnL9jGKjVmTQabJa8C44TNrsL5/el5k4bqZDQiSPSOmXJzs/doLEfH+NcaaxT2giIyBUi0nZoMzEiEhISukIR5ssBQ7nV16dPuQ6/+pRTFh1vthClXTGSf9pbD23ZD3jftffxyOR8dKwxymDzcufLtTSUPRML4X3rz4ywXj7TvXbjLZj9xiOT8/zd135KqerXqci89YXnMZJPLzr/t55xBn/14ses5SVuKNKugwKT8xWqTb6fCkzMVfjxQ0ebqgqtZypeYBrFSQ/UmcJi6HawheqtppNcymFHwWFr3lzXcg4Ym3I5mIaxrLl9pLg4bclXJVBYIqDXNmEm2IaKTMX4F+CtIrK1nZOTdKaEhISuUIS5SsBwbm2mkWYGQ6M84SWnjJFNuVF/iF5tfFXhwcPz3PTgUb5732G+9KZn1N0faKgqouA2GBFBoG0pjPQjqsbrltgPa8OffeFOposVbrhvglyYbvO6y05ref4vXrxrja5sY3Lu+BB3H5zlczc/wuNffNai+4NAcRyHhXKZ/AbbLVV9owLRC3Um6GB+C1M+23lWe85y/X5sBCLtCCVPqQZK0YPBWO8Pm2q6EtnvKOLccH3rDRF5BlDGNJLzCIMrsZ9PAH8iIjeo6n8tNdYG+1okJCSsFZ6vzJV1TSIR0Kr+of7Y2158AQBBON33qnGpAlMLFZouleElZB3IuSaUPl/2STsO1SCgWPFNvu46tCJsQXkSsl4bpouV6PdS1ee554/zs+cnjeRWCzdsRDBdrDb9fpa9ANdx1rUjoBVlr0fqTCIIGr1/XqC4S0QuO43oLPe+W8MgXrbVmM6kqqYOQ4xUdbP6l7bQWkPR9fphEJEx4GzMK3CX+DkKPEFEfgZ4v6ruaTZeT40IEfktVf14L8dMSEjoP1RhtuyDKsO5tdliNluUcumaAfO3L78okny98uln8M6v3cPWHkhf2kVsYq7cct1QjNzsaFap+qYmYutQhv3HSsxVTAXeesup9gKl6mvo5VuvPrf1za9fdiqbBhL51tXiwp0j3LHvGGm3ec5M2TObzWrYSGI9iiO0ouqFfSJ64GlxwnSmQJWZitmwb823njMCOksFWm7qVGqODuv4iBuF9phYtSftPBXJ2g1Cb5qYHi9UdUpEHquqb17uXBHZjjEo3i0iE6r6e43nLGtEiMgI8Euq+sk2ru+xIpJW1erypyYkJKxnFipGsqiQXRsjotWk/75XXUw65XDq5lpnVNvBt1eheoCJ2dq05gcaRUZsIzlXwBGHlANzZY/twzn2HytFqiTFwOQhZ1Lrw69fCWCipOsygrIe8ZoklceN5ITe86onncy37z2MI9LUQVCq+ogjqA9+ELCRYnLlKJ2pN4XVNl1owTPdsLfmm59rIwftpjMtG4mgvtmdpyC6uAYtwBynub3YNpERsb79KkMiklLVlhrSIrIL+DXgC8CvYIyJRbQTiagATwM+KSK/CvyE+typauz3o8AoMNH2S0lISFh3KFCqKoqSW6MOZK3Cz2eNDy0+15Fa2HkFxB9+ZK4UHSh7PoVMyhTqBdaAqF3ffNljS9ittVj2cMQ0UJoow64+SiJVVRY806hpIE3dhsKx0ZP1vViuG47OlwE4dVOBhydNMX42lRgRq4nrCI/ZMcx9R0p1hbjVMCWn7AU4juk7U/aADRQUqoTpTL2yUytqZFlb9XXwAqVo84w6jG4uFwEK1Cg5WSEIEbMxjR5vx5D2xmt+ETVjxfawWMfsBz4UpjadjOlevROz35/HdKt+M3AvcIqq3ofZ4y9iWRNUVYuAiogLPAf4eeDZwAuAlwOvBn4HeAPwGGDTCl5YQkLCGqEKJc/pOkRfqppweGatjIgOHWaOhFKvK8xBsAvQ5Hw1MipKVZ8gUN71td08eGSOQjpWwBcoCxWPLQMZHCGKRGj0T/+gQNGDvXPKxEJjIrHpUD2aWd+r5Xrh8KwxIq58xhnRsWZ1QAm9ZctglulSNZI8BZirKgcXlFLVx3EcVJVjC+W2FYjWA9UwHNCTSISYzfv+BW2Z6lPx4XBRmam0L9QgIm0pP8ULtW3qUp0KkzUAwt8XPCUIOvtj2pcVRUb6bC7vkIPAO4C/B0rA6zHN5d4OfBH4D4xh8SCmfqIlS356Ylqxqqo+8FXgRuBxqnoVMKyq7wV+C3g38CmgLVkoETlJRP6gnXNjj9kpIv9DRH5XRP5GRN7TiZ5tQkJCjUogHCmlOFxcLB25HIFCsQoaQHatjIgOXeKOCP4KV327IPoKRc9nIHTbXbv7ML//rz/hB3uO8r6v3kU2VpxYrPoECoPZFPl0ivmyHzWsOx6lBRVfqbRY2W0n3kBNwSEYo2u+GhhJRBJlprXi0LESYBp1JawdW4cyBIFyZN74rlWVsm82mseKXrRZfNfXf2pubxAqgZmX3B6pT5h5RPFDee1FhGlE1aDzOaVxOD/QKF0pXquQEiikTXPMOW9xnx8rF3ukpExX6BgNNOpH0aoXxTrhELAN05l6PExrygEPAOcDDwEfAq4ErhSRq0Tky2GKUx0tPz3hyf8hIlcBjxeRDwKvAE4FJsIwSCE8fSq8oMPA+FJXLiLbReS3gesxqU+d8GngA6r6IVX9S0x45fc7HCMhISGk7DuUfQcvgGrQQXgZoVQFJSCbXptdZqde2ZSsvACu6CnHKibdx/dhIJSz/fSND7HnyBwAXoNHa65sNiOFjEsh4/LF2/dzzKq/rHJlpqrprhu/veApj8wFTXXwi755ja6YGggwi/xUGSaK2rYUY8LKmS6az81YIc17XnUxf/Dcc47zFZ0YDGWNEyVuINhUyAePzkcpLHMVn+8/cOQ4XWXvqXoBgpii8hUSr4lYTkkpgI68+A71aaleoCz4Jnqq4RNaB42IMJZ1KKRM9GKhWntgTfY7TLvq4PXZS95A2Z3WiDgMjIXHFsJO1VuBh4F/U9U3AT9W1d8BXqaq+xoHamlEqOo+VX1R+OBPhD+/C5wG7AbOBEoikgovaBdtGBGqelBVPwZ8pv3XG8lSPRuIJ0DfADyrk3ESEhJqWC9O0XfZO5ttu4ZAFb5y1zy+r2sWiehUIchxjWes2217NVAqgUn3sQtIs54YjU2NDs4Yj/K24RwTcyZF5Uu37YvUQVaTeQ+OFDXywNkIw4LXvD4kCJSiD2nHGFyqxtPmha/dqJhskGWzz1moeLgi5NIu544P8dzzl1xKE3rEYC4FCtNFDz/83jiY78ODR+bJuMLHX/tE0N50d+4XbHSyF+ITImLmD1pvzq7O8noAACAASURBVOMF0p1MKdbzbyn6MLEQ4Ae1ub3RN2MNhfjzKObvqpi/bdlTil6wZKS2kUBrBtM61zyYAK4A/gj4uIi8BZgRkd8BbgMuA34uLGMwWWCqTWM37Zb43QecAQwDLwPuAQaADPBRTBjkzZiIxOE2x+w0z2A29lyWLSRF3AkJHeEH4KuZXe3kbNNa2t1wB8Adj1YINKCQ6c/Z1BEn2hR0SjVQ5qrKbEXDYkGT2jPQ5LWOFjLsPTrPlqEshUyKg9PGiNg5Wpuq5iv+mqgcBapMV5SRjEkzCzCGghfY0P7i1TsITArAXLU+crMWRk9CjfmyTz7jJnK6a8xgNgUoM2WfQ/MBm/KO+R4oPHy0yI6RHIWM2SpVN1BRhO1YnXF7M3/bWoSlRtPQUdHJtNyozqSqlAOiFNFmZF1hphIzMqgZAKGyLZUAHp1XtheEwwsBZww7S373rDRso1GzTpnE1Dx8BGMHpIB07PcUsF9VfTHkw/roRSxpRIRRBh/Yiymi/qGqPnGZ8z/a+etZnjBn63cbDr8O+J+r8XwJCRuVBd9lYiHFtkItB9gPBF+FFvvMxajw5NMLfPe+GcaH+0huKIYrsmyn01YECpMljVJ8AlXEEYZyi+tHdo7m+J3P3MpFu0Z558sfSzlsCJFPx94X30cxHv/VwqQymQLGamCEZAKFcvgaWr0TrhD211Dj3QsXUuu5S1gb5soeA5n+/C5tZAay5j1fqASUwu/OXNUUCO+dXOCJZ42TdgVFF6UurmeqviLi0AsBsIxT2+y3WkLihc8dRSJY3PPBSsR6qihCIPXPKUDWrZ/zgvDC7FiVwBgUQdiILlAzF7bCRqNtNGOdm/rTwGZVnVzinLvC/7+HCRg0NSKWWyPei0k7WgD+b7N8qDjhRn92mTF7gohcAXxTVb/b4v7fEpEficiPPG/jFEMlJKwUVfBUohxWX00o2g8EbXNqDIAAh1M29e+mx3WkLuTdCdZzZXtAiMLk9BxDDelMF+wcYbZk5pe79h8Dat7KuGqVYha11cQWLVYCmK/W0pkqoQTtUm+EvdLZKpS8mvGUsHbsPjDL9tGkqHqtyaYcFHh0uhjVEz06VWT/sRKzZZ/RfDpKY6pT/OkAU2zcX+5rK/Hai7Y1AiwbkI7Jq3ayAZeG2jYbgfACOLwQpmA2eZyNHNjfFVPrYo+X/dp9vkK5DYdToJBNmbk824NakuNF2MvtjjbP/aSqHmt1/5I7AFX9PRE5Hfhj4JiIlDCRiaV+7hCRsbBAY1UQkZ8FdqjqO5e49o8DHwcYGBjor29vQsJxIjIaAql5jlTw4pGINjApUUFPm7n1GscJF5EO3UaBalR4Z1O8PN8sVjtH8/zFix7D2798N2CiHbMlE9HJhS69apRrXFudS9Vg2aZJK8GmCNiQ/XQFthRMZMHzw8Wz1YPt4g7MV81iulA1i2X//nU3HlPzFZ559pbjfRknHCnXAYXr751gx3CWV18yztu+uJtsxkURUo5E81y1i0iEqkmNLHownu+f7u8VL0Cc3ki81vVfaDHX2PnPV+iktGRRJEKN99sRqARKNUzNjb+vQq2fQ5y0wLZ8ONd5NYOi6pu+R4UldsR2KFeEzTnzXAvrOK8p3COvmGXdiKq6B/gDEflF4JkYKVehPnfKDf8vANlVNiAuBS5V1Xes1nMkJGxUAoiUmDR2rOKbyEQ7c6KJZDh4geL2sTfGdborrA4U5soBZd/8nnKgGpZwpVyHS8/YHJ0rDhwLVXWyYa5S1Q9wxJz7vlddzB987idRdGI1lhw/3KS44eJtlZb8QKnauoYW9S72mCPmPC80oDw16VB9st/Z0PzXT/Zxwa5hqkFAvk/rizYy6TBMJwiPTBk1JsTUVDmOkHJNrnxKpGlX8XbwAiMrOpphzZpzLofnB8aA6NHlWCNhqbQgJ+z50InZIlJfQBuET2bTi6w606KLgbp0VutLslElRZmvmhTQaKylaHN9PNFoOxdBVf9LRG4Efht4t6qWVu+ymiMiZwIvVdU/jR17gap+fa2vJSFhPVJLXzJFt3bSrwSCyNIbbjtRK2Yh8Dzt70gETrRAdIJiNtEV3yxgOwrCRFjnEK9pGMmncSDSK3fDzrbfvPtQ9JxnjQ9x4c4RKt4yhQkrwAtgKqzfGEyZtIKov0WoSdgqwmQPCzUpRS+A4UxYgJgURawaqsq7vn4PN9w3wUje1Nrk1rnky3ok7Tjh90AIArPxtLNaKuVEm8606zSVSW4HE/FddYXntlFV/vF7e9gyOrT8yW0Q1Tso6BJLgmDSVTpLZzLmiVGOi0XLtSYZ2ziexJ4rPNU4hGLWjU2LCmI/y3G8ev30Mx0tEao6Afwd8JoePXfdjCkify0ir2x2cthU7s3AX8aObQFe2oNrSUg4IQhUqMZdOZiIRCVwSYlJbWqGKsx5LlNlNwpJ+6prLnN3ySljvP5ZZ7Z1blQT0eHCbXNk8yljNBj5wjBFKdxQ/POVl/Lx1z6xTv40UOWOfceYXKjUPWcm5ZhIxFIpRSvAVyN76Gut8M96zRRTz9EstG+x+uqR6oiEHkNdWmklYWXMljxuuM+IC5bCrua5XiSoJ3SEYx0hYpTKjMFvjrmOG208U65Q7bIm4id7p7j/8FzHkpSrxX/8eB92q92rT1yUrhmbZ+YqAUUvqDtJ1cwvHY2r1hBb7OiykaNmj1v2/Q6jHHZNWwobrTjRbAgR2SwiV7a6v+OqyFAr9lMruKDtwEuAVwNpEZkE/l1V9wLPxVSBf77JQ58PXA68Opb7Ngz8Q7fXkpBwoqGAFxh9CVW7fMQ2wi0eVw2Ekmc6XA+m/XAcobDG6Ux//ZIL2z7XpjMFbUtOGeyCMpiGTGg0VG0kIrxtPcdObDX0g8U9I+xjrA55uctNSCNBrJiw7CtV39QwLHjUQvnUlFA0aP63jRsW1nDIu7U85E4b/CW0z8RcLZhvFb0m5rpoo5uwcrS26dx9YNZ4m0PFHxttTTuC10X3yrLn84efv53tm0d49ukXMbCaEm1tctODR80vq+BWDwgLZFUp+TBdVM4aid2v3fWesVGAaE6zEYSgxewusFAF8rVI0KLzNIzW6vIGh7IhVJm6YRQ4vdWday6toqoHgY+FP433PXWJx30JGFzFS0tI2PCoCpXAifLnLSKKhopNzfBUOFpK4wdCgKCB4HkBqTXqVt0NjmMkXrvx/jcudLagsjF9K35zuljhRw8vLgfLpISKb6yHUg+MCFVltmoiLINpoRKOGYTF4ANpo9JU9GoKU0sPWHstfpjCJCIEqh15DBM6Y2qhuujYs8/dehyuJMFsTE3k8k2f/THjm0cBQURIp2qRCC8IKPkmtSbfZtRopuSH0T44MldlrEnDyrXm1M0DAPzTFU/q3aAxZ4WjcGBeyblEfXZslKKr/jNa28SjJroa/to0glBzsNBSFcteg72e5eZJ2x27XwrjV4KIvAjTK6KK6Q/R+DMCBKr6GeAgxmHflK5MYhH55W4el5CQcHyxhdUiWvO8RJNy69QfI6lnFJ1KnkM5cKj4QV2Oab/h0mU6E4s9TjYi39ixVhr8Uv/5k8Uq2BnXpeqZBcjoka8sqSkA5ipwuGjUl0qeknFqRdVO6K7zQqlXu+Yt97SCqQWxr9AqPSWsDgthWMr2hnjK6Zs5aaxwPC/pBMZ8OXwNQmWf2ic/HRYGpRyh6geUfeXROW37e2ybT4oIR/ok0jRX9ki7Qm4VoiL2bSn5GkUAGvs8dIJg6ixipRB1RojfyiixkQr7O4vnM2OEGFGK5WrmN0rzTRE5BXgCRr30EuBMYCem3lmAeeBXCDOCVHUeo7PRlG4/QS/q8nEJCQnHEVsP4dgEVps3Lxrm/jefJX27q5bQiPBNaL+fU7hdRzpWZ1K13Z3rFwyryrI4EtH8/frk5TUPXzolVLwg8qKttLgyCFfmamBqIaqBUZCyi2vsTxs1ZWq1+NVHoyTq5ppzTUSjXyMRZc/nlR/9Pp++cc/xvpSuWaiY/iJbBs36fPJY/nhezgmPiCmsrnMNSO274zpO5PX2tCblvBR375/hJVd9LxxTODxT7v2Fd8F82Yua7PXiKx4VVlObU2yxsq3Vis6VLjaeGqrNBfXzpxWCkIY/hTUCq0HMgGmSi2QU6cw8t1xhdT8Vxq+EsHTgfcAhVf24ql6tqp8F9qjqV1X1W8DD7Y7X9t9SREZE5Dsi8nfAySLyahF5uohc1vGrSEhIWHNUwQ8cHDHh+GpgZlQ7L9o8+DhFz6HkSdRwreoL855LNXCo+hrKI/YnrtO+6obFU1Nj0Lg/sBKtjZGXVhLrY4VM9HvGdaLHNy6o3WAkdo16VCUsqLZNlGhYYG2fC2her0HsIWknTEVwBEeE0azTt6H763Yfplj1+dyPHj3el9I1xTAP7aKTTML4cP74p7mcqNj9ZTXQqB7iZ84b5/nnb+PccfP3SbsmEmEdAXaOCALly7cfaCr/+vMf+G+gtnc9snD8IxGqysNHFxjIuqsi9GCnmbjqkR+Tyduak85rrcT0dZgoKl7MMWLmOG2qIjeQDouhw5TWZvUMiolANKb3NsNnY0QiAFR1BpOyVHc49vsk8EYR+UsReTkw0GqsZY0IEblQRC4PO9btwagzXYsR7jgHeHqH15+QkHAcUMJiWUwEYaaSCotvjZdMRKkGtSnBV5j3HB6ezVL03FDJwnS39lRYKHnk+rgmQmwkooOVUhWmysbjVZ/OZAZJNaYzyeLfszFZSDBGRMUPove/1Wa+XQKMEaHAdCVMSxOJlJWsrvpc1RRc52yh9KLXWn8daUfYURByfWwYWvwu9fr7ifmKyZX/tUtP5SWP28XzHrP9eF/SCYzZmVbDltSCqWV6yeNPopC1Eq8ung/3HJzjxgeORvKhN9w3wRs/cyvv/sa9rYcPN6mTfZDO9L++eDffuXcC2zevl44Cq6JkI9yN8qnNNvLLEfW5UZMiVfbr6xmqQfO+FCISOZL8QJsWdEvo1HGkjcLqDZLOFCPXcDsT+30S+DImYnES0PKD204k4lHgz0TkT4AHMRbJLRiD4lNAMvMlJKwDgtCDLaIMpn0WPAc/sLrbGvY8iBUT+w4VTwhUOFpOkZKAtKP4KoxmPErVgGwf5zOlxCweHaUzUfMyxhdXz1s+nSmfMp7kQqbeo5wOIxGqGtZEdPY6Fl2j1mo0bEO8jGMWUwfzk3aMUlMhDRnXyLe2yr6IL4zdqKYcD/o1QtIJxYpPIZViIJviN595BkO59PG+pBMWa08XqwGEcseNE0faMc0Yf++zt/LZHz3K/mmTmmSVtW584EjTsSX8dyibYrJJMf1a80/ffwio1Wb18qtk509rSNj5tyeCElihCI3SNq1wRKrJixB7DVpLWVp0f0gUyV3m+VcldHP8GBCReK3DaOz3SWCrqs6q6geAYqtB2ulYPS0i1wHXAP8bOC+8Kw88BDxTRN5LWJcH7AX+M8y7SkhI6BMUwQ9MqkrKUQYzPjPlFBnXLIKuxFKcFIq+w6yXYjjrY0RhYbYqVHwBJ6AaKLnrvg4XvBBGR1s/8XHCFQc/0I48/3YhGc3UH7eRiMbC6vimO50SqMJAtr67QiY0tARFkRWvQ9arti0HU2Xzd0k5wvYBY0CICGNZiTVnMs8YNyLssfW6JhZjgv32dR4PJmZLDOXSXTWJm6945LNJJ45+QYCZktnkq4IEXp3nPOU6+NUAnBQi8NU7D3Luc05nJuxYbzvXxxnIuBSrplh7KO8y2eSc44XrOD3rwCwxq0sJe8yISQEKFCbLGtVtdVOEERknCkGspkKpRRIWXVP4fzkw9SutMqhUTeprdYlQxHqfL+OIiAOcCjyA2cfbQp33xk6bBLbEbpdExFXVReZgSyMitFD+CbgeQFXvEZF3AhcCXwDeoqpvE5FPqOpbwscMAv8FfB9jTCQkJPQJJvTr4IZVaEPpABePuapjJlJXKXoO1UBwREPPtkahYgEGUj7gRPm/2dlpuOYauPzy4/KalsJxIQiCjmoQAsz7NNCQphVJvC5hRNhNRONCkw6NiJSAOsurgCyHVSNxnLDLePiEbmOoPrwtIggaFiGakxc8XVRDsZ743v01r2+x6i+K/qwFj04t8PqrbwFMDcz/+42ndPT4YsWnkHSo7htETANAESiWq9AgypBKGYnXnWMF5jy4c/8MUPveNyu0HsylKHoVhnMphrIZDk7OrsVLaYtMj6PIdvYZLwhHi4qE8q5px6jJbc6a9KGO05moiUUEGCnrjENdx+mmRkSY2lnxlAUfcqnFJ9nogk0BXfZa1n8AFEzE4TnAD4F3i0gabFasOBi7YCuwH7OfB5gIjx1sHKzlp0hVy6r6Gky04akicjZwL3B+WJQxZk8VETsTPgF4p6respJXmJCQ0Htsmk58H2wmRUHFeI4ChEfmslQDE7VonDRTDoxkAiqTxwDI+BW44QaYnl6z19Eubthp2sjaKiUvYL6qHKu0Xi5a5c56no1ENG7UF48x0+BtrDWs89terJaiUdKwnfEcMSlQRR/2zgYUPZgohekM68yQeOjoPPdPzHH2NtM2qJkHeC3YHW4iAaY6KJj1/ID3XXsvt++bTiIRfcK7XvG40OgOfwSecNpYJA0KkHEcvECjVMLpBS/8v/Xnz/OV554/zsd//UkM5VyOFY9/TYQluxryrsSiBGHkYDhTE21Yybh2mrKKc7lULcWpVRqmg4lEeIGp+Wo1rsjyEeJ1Nk22RFUnVfWTqvrnqnqlqr5OVa8If16nqr8K/CLw4djDDgM7mo237KdIVb8OPBl4GfBE4I7wLqtHdxe1yu3Dqnpt5y8rISFhNVGFSuDgxSIR0X2AgzEYRI2nvOwL5cAh1WKHWfrKNwDIBRXjGrrmmtV+CR3jOhKmM5nN86PzStFTJorasgFRs9xZMKotsLgmIu79/9nzxgHjzYyTCQ2PimfSGrwV5BBoaBTVXUUbwxnlGZirKOUASt7S4ft+5sisib4/5fTNABw9TsWq9xyu9yoHbfxd/UD50u37uXb3IWZLXtQjIuH4Mj6c46xtQ4Ax0N/6/HPZOZKvT2dyHKpewFTRfP6Olc0XyBqxM8Uq/+drP2U6ZlD6gbJjtEA+k2I4l2a2HERKbcebTMplCX9K1zhSa1wZYBR46molusA2g9NwfVIgn3IYzrQeM/SPUfbrHWctz9XFYhMnKqpaUtWbY4eOAqc1O7ctU1RVK6r6d5gUt5+GhyfD+94XRiZQ1d3dXnRCQsLq4alQ8kz6S3wfbPJXTd8IB43yWX0Vyp6QcZtMqlPTzP34TgAGvRJ4Xl9GI1wR/KjhkRpJ1MBsnquBUg2UY+WAIExVUtWWOcJWDcht0HSNSwte8bTTmj42nTLeZs83BYHz1e4XK7sYE0sLaGckwfxd56rGk1pRrev6up6YKxsj7aSwr0InUYBecu/BOS4+eZQrn346AAvV5atHX/Lh7/KJ7+6Jbg/3QffiBMMzz9kaRWbzaTf6gtnvR8oVZss+9g5bmDwdGhGzZY+PXP8A7/xKbRuUSqdIpVOUA2U4n8Fx4Mhcf/SKyKR61ycijogwkq1tzO1642nzhm/tUvQ0UnqyqZrDGYctueYjmjROM9/nm8g3NamdX3dz4RryCHB7szs66RNxCnAbkBGRVwFf7M21JSQkrDZ+IMxVXXKuwtQ0vOUtMD1NSjTsTKxRDqmnDhXfqDI1LUa75hpmHaMON+SFog19GI1wXZPDXPVrTYmKnpE9nasaxZCJkjIbBg5sX4VmkXE/3DA06pvHb+YzLs86eyt/+nPn1Z0TRSJ8s8ks+nCoqJEnc6W0m8tr+0v4YXg/CuX35CrWjvmwv8JJm0x359sfnebOfcd6MvZc2eMHDx5tef/VNz3EB6+7j1LV5+Gj85w7PsRIwagq7T7Q/jW85OJdgMnXTugPMq5jlJmAQphmFq8byqQkUgWC2vduusGI9WK1EZ5CKp3GD0x9hCMOh/qk4VzadVZcn9WI9Y04Vl4VI7UNJvopMQOgXeLvt/1zZGM716UU5fIupN3F83bj2NH1L3UhXdRzbBRU9RZVfaDZfW0ZEWE9xFVAXlW/r6qfA3wReZuIvFdEXikijY0rEhIS+oAFz2HBc6gERpWJa66BiQm45hoyrjKerzCQDsIwtFLxHUqe07KRGrfewpyYjdOQt2COeR7c0l+lUK4IAaY50VTZGEuVwBgKU2VlpmxSnezKEWDSD5qtN9br2HifE1tWXBH++IXn8fSzttadYwurvXDsagDzVeVIqfMNpI1E2HVTpP1IhH1sEP+/4ys4/syHkYjtwzlSjvDVOw/yp19o6iTrmHd8+W7+5st3Mzlfv9H7xl0H+O59E3z25kf4+t0HufbuQ/iqnD0+xFNO38wpYwU+cv2Dy44/kk/zggu283MXGmX03CrkpSd0Ttox31PBfKfymXStmDf8kqRcoS6AKILnB4tqoOIbVt9XHHEIgK15F3GEg8dKq/xqliedcsllU8R6wK2Y+FwkhO+b1jaZJb/LXbjUxgsUCqnWRkEj2ZTDSKbFd6xhiLY6Uq/HCXOVaTeW+lzgZaoafVtU9SbgJhEZx0Ql7gZ64w5KSEjoCapQDYQjpZSReD06xS/OPZtTLnwMV93wUXjpS0nH5FmH0j4lz6USOEirGfWDH2Tu9hn4ziQD738XDPRnSobrmHQmT6HimaJwL2xMVPJBQwMj6jyrZoMfr3v47A/3cmCmxMmjJnVmUbOi8LYrrbuw2sLqiheQdoRiVes2J+1ioyE1Q0LIp9obxG6IvIBo46BA2VPW2z52cq7MQDpFNuWwaSDL4dnebcruCCMa9x2a4yln1CTUP/Ct+wGTfjRT8vjoDcYpd+74EIVMimees5Wrf/Aw33/gCE89c8vigUM8T8mlXE4aK/D2l1zImWFxeMLxJe0Im7OmqFoQ8qE6m8ZCdWnHRCfMGeZwxQ+YLlYZyaej2gjb1T4IjAKaE3pjtgxlEITDfZDOJCI84bQtLXvHdINDfe1BQC3ykHXNXNvNVBOlbaqZu0cyvY0H6AkWYRCRi4C7GuVaReTnVfUrnY7Xbk3ER+IGRANPB56vqnd1+uQJCQmri69hkbRvZFyP/ufXAdhb2IYfKNd//sa6gtCUA4W0jx8Iaaf1CjNbMnHwwVz/7kBdx6QzqUJaYDQrZhMNUYpTxTdRCQiNCL/WpO6bdx3k6h88zHW7D7FQNd7vxuiMExoOw/l0yzC9lVKshLkDNoPANk5qh5KnTJeVSljjYVe9Qsphcxt/Awk7WiuQdWvShiVvseJUv7P/WIntozlEhIpXy8dYaSdwqEWavnH3oehY/G80Eyua3zqYZWzANBTZMmj+f+dXdkfyx82o+IHpJwJcfMpY0mCuj8in3SjCZx0CSu37atR96kIRlH1leqHKk04bi47ax9a63JuHDedMf4nDM8c3EjGUS/HCC7bz/Au2GanoXo2bcdiWj71vTXIlu51phFrktFc9YRbVlIWRlLLfWnhjgwQi9gCva3L8JyLye50OtuLPj6r+u6r2V0VlQkICYDpQF6sOXiDozCxTP747uu8rm5/Au0vn881bJuoek5aAijpkl/Byz5UDcmmJvOz9SLywmlDCtpAyP7UCcpPi5IVN6bzQ2/XF2/bx/m/dF41VCqWMnIZl0G46R/KtN4N2k171AiOjG4sEtLsoVRWOlpT5cA/b7TqadWv66hqOu55siCBQ7j4ww9njxoNf8mrONJvmtJKx3bBS/q79x9h7dB6Anx6sV2Gyilw7RvLRsa1DtajFwRabxCBQqkHQ19+ZE5lC1g0jB7VIg436AaTifRXC+rErPnUzx4pVLtxVy+ZOOTZ9MZwzHDdqCDmcTzMxc/xkXqt+wGzJ44wtAzgibMq2jqB2Q12vGo3Va8XSL7uioci9l0TpoWp6fUyXlUPF+mdar/VjzVDVWWBaRJ7WcHw/8EUReY+IjDV/9GKS2SwhYQNTCRwWfBdF4NvfYSo1EN23P2ckMou31ueTF9LK1ly1ZYdPgNlywFCfa9ynXIlSgEzRuDCSdciHnuCqD4MpE43YNx/gac3TdXi2PuWg7Fl1pvo3xXqmx4dzLa8jSmfyTepQzu1s4lXVcAMayiUG2tViFqk6Sa1JE/TOs7cWzFc8SlWfk8ZMUfWZW2qf57kVGhGTCxWqQcCmQoa5ssfvfOZW3vpvt9Wp7YCJOgGMFmqG41ih1uL89Vffwq0PTy0a3zYsTIyI/sR0o9dI1cdiN8KpsPAaapvJO/cdQ0S48KTNfOPNzwKMpx/gnoOzIGbjbssBRvNpDs8dv0jE1LwxYMYGM6HK0eo8TyTnaueY2O8rGXM10Nj/ionOlja44IGqfgF4vog8t+Guy4APAG8XkVe0M1bXs5mIvLLbxyYkJKwNXiBUfAdHFL1nN1NOIbpv3jWe1OwjD9UpNkHzXglx5koBA9n+3gw5IgSBttTvF4HRnEPONVriXhCTIwzqU1JKVT8yROJsCdNZfv2yU1teRzrWbA7q84bbWapMSpoxdqA7mcQo6iE1uVdfTefX9YTtwWGlUf/0587nyadtMvet0IiwaSaXnrkpOnb3gZlFErIveqzpuZSO/SF3jRV43vnj0e3P3ry37jEHjxWj1Kt0jzsFJ/QW+x13pL63QaYuZCfR/67jsHm0QL6QJ5tyor/zfYfmUFUGwwJmEWOAHp5tLxJR9nzK3vKywZ2w58g8IsK2odyqpubYtyr+UfdZfl1pRqTO1E7h8wqINwLd2CaEQVX/CniMiHxMRE4OD58NeKr6RiAQkc+JyGtE5LRW43Q1m4WtsZ/Z7LiInNnNmAkJCb3FLoAZ1ze//PFbmXrVa6P7Z590GQD5176a4n/8F3OTs23LtM6VAob6uB4CalGDoEmXo3gqkeuEErCxArtqgyeqXA0WpTIB/PKTT+afrngyp24eWHSfqbtdNwAAIABJREFUpVYTURvTLojVNiobAzXStFZRqRsjQiTsVi417+OOgjCQXj9RCICZkinNs97esYEMr3ziSQDMlrrvXD29UOGt/24ics8/f/ui+3/mvG38yQvP4z/f+HTOGTdNyc7aWvubu47w+889J7p994EZfrzXRCMePjrPlZ/+ER+4zqTHpZNIRN/yZz93Hh949eMRMelHIxkYDgNOY4VMZIm/7PEnEVnkKMO5NNXAfNdt1DJMpOT8HcNRb4PhfJqj880Lq29+aJKFSs0Q/pl3f4fH/a9v9PT1ff2uQwwPZDl759iqFhS7jjBegLFsLXITBN2nTjZWo/SKunFji0IrY2UjGRcicraqfgD4K+ANIvLvmEjEVoiiFa8DTgeGW43T7Wz2O0CzmNxTgWd1OWZCQkIPifJ5taY0MrVQW6SKlTDVZ2GBK6efyKuf8OdLN42LRSvmyj5DfR6JcMPGF8vt0yPDwVfCTKdFXWXLnh8VUcfJuC5bBrOLjjeeA3DV9fczXzaeRbteTRSh6LUuxLWYNKtQ5jDo3KOXdWAoA4WUMJKGzbmwGdM6SmWamC3xR5+/DahPHxrMml3eXKn7SERcIvbkzQXe8rxz6u5/8umbeMbZW3Ed4ZJTx3jXKx7HLzxu56Jx/uC55/DWF5zH+FCOf7v1UQAmwxSSG8P+E+ckikx9y47RPFuGs9GcMJhxKITyZfGUxXymlsr5kot3IY4RLsinXUph00FbR5VOOTihvTGSTzE1X12kKLZQ8XjlR2/kik/VmgTvmy5GY/QCVeXrdx3k0tM3EYhT5zRZDVKOU6dmF+jSPR1aYeYpEynO9TCDNl5Y3Vhk3WzJ2Cg1EQAi8izgDABVPaiq/0NVfwn4HBB5UVS1qKrvVNXbRWRYmiwYHe8CROQ3gEFV/WMRuTg8tjm8ew+wqeWDExIS1pSAmn63AtMLtUXJqof4N9/CsXSY5rRU07hYf4nZUsBgvxsRNhLRwnVvFwpbaFwJTB3FgWNFrr+3vti85AVdFyBaNR6Aa3cfrHv+kq+U2sxYkFA1qhtvmIgwlHZIOYLjOOsuL7/s+VzxT7UN1mmxyI+NSnRbE1Gqejw6VYxuZ1MuF+w0jretoYH4mB31jrjzdww3NcCee/44zzxnKxfuGmFfOGZcNWokn+asMJKR0H8slS6zdSiDhN8+1xEQU5uUTTtR1Hcwl4rS6kpVH0EYSDlsDVWLHrtzFHEcvnz7gbqxbQrUD/ZMAiyp8NUtd+6bYd90kWefuy1yrKyVD0FECOgunQlqEYPhHsu7Qu1vbp1uS86wG8CKCA2ItwPXNbn7NmCRdyTMMHoHTd6BjgTeReRNwDTwnvDQ60XkX4F3icgngY8Co60en5CQsHZEk2Ikdq5MLdR2rLaz6swDe+Gk88ODnolGvPSlEOsfwdQ0kzfegp8aZssNNzBzybMZLvR3YbUTSjIGurgQudlmwQsgn4KHj8wvum/3gRkG0t31w0jHdGFTDQURNsVoKeLKIPb3VA8VVdYD3/7p4brb8fdxMBsaEV1GIu7eP7vo2Phwnn97/WVkXBdPgyia1C7jw1mOzpep+H6dcfOysFN1Qv/ha03muZnHO+06RqBCYDjnRnNINuVEIgUPTszz4MQ873hppRaJcMP6LFV2jeUZzLg8MmkMzFLVJ+XIorTGR2JGreWu/ccYyacjUYFO+dpdB3Ad4Rlnb2U2WN36gqZo90ZEzoWiv0oiEHFBqaXSmTZOLtMNmOLpD4lIHngQuBW4HZgAokkqvP9Xgf2q+qZmg7W1KoY1EH8CfAX4eeA04D5AVfXbwBNF5FLgz4HuPuEJCQm9JVIbsgeE6QUfN8yPt5GI+/M7oocECI6NRlx+eW2sa67h1x/7hwB89id/i6cwmu9vb3YqptfebFGwx2xBnenYLXW1C3Gky5cbT4NKh/KR1nOpNDciVJVyYNKQoufHFCf62qH3ZwPwzd2HOGksz6NTRV58Ub2jLOU65NNu14XVuw/M4Ah85srL6tJUcqHRmKFzY3n7SA5VODxT5sB0LXXl5Zec1NU1JqwNfvi9bJa6GGekkA27WwvZlLtof/nQ0QVKnh9F/qC2V3Vdx9RpAef95dd4wqljfPhXLokee/BYiT1H5urGCwLlRR/4LsO5FLe/7QVdvbav3XmQS8/YxEghzexcsKbpOXkXnFx36UxgFM3G88uf1wkiQiGlOLFI8LJ2wgYwJNR4FT8f/iAipwCXAK/F7O3PBv5GRF6GSXn6mKrONR9tmXQmEblIRM7GFF58SlVvA+4FnhA+8aiInBL+vh/49ApfX0JCQg+oBhKb72oFxlPzPluGUuE55t67B0+JzlxwsyYaccsttcGmpvH++7vRzRlMisdwcPw7ry5FLZ1paUnUyMAI/680pBLYda8Xzv/GotpWWQvVAKZKykSoV27VXTTsuHRixSFgcq7CuduH+exvXcZvPuOMRfdvGsjwUJMIUjscmimxeSDLYC7VM818mz9/8FiJa396iDO3DvLp/+/Jy25OE44f1rmy1D5xbCAdpTDZb2Em5S7qPn9opkS5GpBNxwzQUNQg5UpditstD0/VqcHdf3iOByfqP8v7j5nIxEyX0bb7D8/ywMQ8L7ygXjRgrWqiRIRcH6qSFdIOm3I1yQybWtr4GdAmxzYKqrpXVa9R1ber6pXAn4jIRzHRh/csZUDAEg4tEXEx3ahfCXxJVW0y74PAnwLjwBaM9TJHLeI+sni0hISEtaLiC9Nll5RjvpJ2nShWlWqgbBtKcWjGixSIDmdraUulD3+UwcGGaeGaa3gwV5OvLDumkDV36w/hCb+wqq9lJbgioaJR8+k/OiqCopGR0FhU/ZtPP4OP//eDK+5DAMZrbvs0WLWlVte24CmuwEhc4SRMgTrR9qILZZ+BjBulLjVy4a4RbgoLlzvl0GyZbUNLF8d3yvYRY0TctOcoh2ZKvOZnz2bTQG+fI6G3pB2TzgitjfQ/e+H5VH3PNCUMTxrNp6LU0X9/w1P5pY98n/3TRUqeHxobtTEFSLlu1L/GEjcqDhwrRjU6A2Fk7Fixe+UxMFEIgOeHRoRu5F1xFyimJm4+nHNPsOk1QkReD/wy8OLljAdLS9NQVX1VvUpVnwPcISKfEpHTgUeAu1X1/Zj0pv8If/8eJjxysNWYCQkJq48Cs9UUxypmRbQxidmS2bKev8NsZg7PLt4Ul6pNVpZbb+HugkmTzPoVKk6Y5vHAvb2+9J5ivb5+Q3pSSkyObbykQ2Mb82qDWpLtRtyi3URH2O7Vdg1fakzFdJSOr/f2Md2mBaxH/ECZr3oMZFoncY3m08yWqi17gsR5+Og8f3nNHUyGUpsTs+W6jtO9YCyfIZd2uWvfDADblmhGmNA/OIRRvxb35zIOo4UMhRSgSj6XYdemwSg98ZJTRsmmHPYcmefwTIls6DSwCOA6DkGgYa2aIV4TceBYiYfDbun2+ExxZQ6MH+yZ5DE7hhkfzqGqG9qz3g1WPasabOyoQxsUgLe2a0BAm+pMqvoN4HeBNwJPoxbBOACcKiJ/BFwOnAxkmo2RkJCwNtQKcRUNTAh9S66CXzW52RfszNEYWd4+bL7STSUFP/hBbnvWLwEwOlqg+j/fBkD6jW9YpVfQG2xqiq/1ehsiwua8w0is4MCPaZg3pjP1coOZdgVXoOjV10U0I2qupKamQ8TURPSr/aCqK+rV0IpiKJk5sESH9KGcaei1UFle6upHD03y40emuerbD+D5AUfnymwb7q0R4TjCueNDPDK1ANAygpLQP0j4z1KdnO13NYpYiDAyVKjNuSLsGs3z6Rsf5trdh8k0RCIQI/nqBRr1k4D6SMRX7zzIt+8x6nAVP0BVo/4o3TJT8tjSOI/16TxyPHBEGMku7yg6Ad6yfcDdnTyg7SQ1VZ1X1T8CxgBrFh8AJoF/VNU3qeoPAF9EWndeSkhIWF205lm3OYZpF+bChWjLoMuu0XTdQ4bzZoPWNBIBzJfNcS+AyrRRs0kXu8tBXytsYXUzdaZG7AYAFjea2zrUOy+yIAymHcay7Xm74l1aBWPs9OtC9uU7DvCaf7iJg8cWK8usBPu5HVhiIz6YM5/n2XL9Zsvzg0XRCat8c9Oeo/zVF+/CV+3p39hy/o6alOtgLjEi+h0RwRGbLrj4WyYQiVWED0DE1OME1iGgys7RWgVwY9qQACkxkYhizOCN10TsPjBT97wHjpWYWWE600LZi1Kj7HWtuTpTn5MOe32EPot6gQ2t+2/Doqr/qqodLewdV7qo6j8B3xWRX1HV76jqD1R1KnbKDHBqp+MmJCT0CqlT3rD/2/1VNuVwWkP/yUKov13ymk+TVg7WC5Tq928CIHPD9b275FXAiRVWL7fzjr9fFd+PPJEDmRTDPdwAWlUWacMUCGIbFnt9/bzw3/qwWQYe7LLA2TI5X+Y/bn2UYsVjpljl/3ztp8DSkYhCuEGKd/xVVX7j/97Mr3/yh9z2iLk2zw/40UOTXLBjhLO2DnLbI6axYi7d+6LP83fUygOTSMT6YCgFI0vkUjTOqWKrpSH6sp4R62Q+MVcTn7BN09yUg68aRdigFoloVtj//mvvqyuo/ocbHuRZ7/p2+y8KmC97FMJ0wBM8XaclQpjOBngKR0rKXMUYd1HBfb96cI4jXc2cqnodcMg2m2vgS6raUTgkISGhd2iL36vhQpVJwan77ql7zEDGTAXlFh1S7WM9L2DfA6bsKX3rza27W/cBrtTSmZbCFizbvUDFV/KpFL/1jDN4z6se1xMFk/e8ykyVwWLnVtMV3S70dWoxUm/s9BvDeRMNWGkk4j9/vJ9//N4evnXPBL/yiZu477BJz80v0aejEKrgFCu1z+9CxefofIXpYoU/v+ZO/ED58h0HmC5WuezMTbzleedw8cmjPOfcbTz1zC0ruuZmnLu9FokoLFHPkdA/OI5DvoWKkG3aaXnszmGeec7WunNMXcRYdLvcUF9lCquNOtNCXSTCjHzS2GId00zKqYtEvOMru3n46EKbr8gwX/EZbDDC+9khcbxQ+4/CfFVZCG23cmBuV9tsDLoeEZGtIvKKTh/XtfslNCROa2yDraq3dztmQkJCbzA59NbrbbBpOqnZGc7YfWPd+fnQiGiVzmQjEfNV5ZO7ngdA2q+27m7dB7hhkcNyzV9zLmzJmYJrgKrvk04Jv3jxrq4bOzVi9yW2mNKqubREa8V+0cKG1bDvySX1HJtu9MnvPdR14zeAI6H39iPX3193vFE1K04uY9Pxaqt8Y33G1EKF//rJfi7aNcpLLt7FKZsHePtLH8sfPv9csqneN05Mog8bC6FeFe03n3kGf/rC8+pSDpWl/+6CiZAGqnWfVTu/NqqEbRnM4reoieikq/VCxaPQcF2JDdEcHxONMM0HNYoe+wotWghtCFR1AiOi9Bcikl72ASErWo5CbdkN/LYmJKw/aoXV9RKiVukj/ZUvccmx+g1awRoRMc+ZqnL1TdM8MlmJPGVxMpWy6W7dp9EIG4lYTs7QapiLCHMlj6/ccRCvIa3rbb94AW953jldX4vNsbYl3q4sbUgoYNOkFbOwhQ24l+1wfbxYiEng3rX/WNfjHJwpLTq2fTjHhbtaq4fbSMRV1z8QGWqzDYbM0fkKh2ZLnD0+uGb6+H/xoses6HOT0D84Yc2EnSIbhRFsnUGjrGscEUi7bpNIhBl0KFfbu73vly8mm3KoeEFTidfGKEcryp5P1ddaTcQJkt/fKTYiHf+7KsZxNl/VuvTS9YwYHhM2ka5DVe8BPgb8bdhAelm6NiJEZLDh9ou6HSshIaG3RItbzI0dGRHfvQHHq/Jn9/5LdH4hqABQjkUipg5M8dmbp3nDP+/HaxLGHfLmzU63T6MRbqxjdbv86OFJAOar9RvQJ566iZ85b7zZQ9rCblrtpaQd2JQz/zdDqRmAXlDTmPe1Zhz1GwsVn/GhHK4I9x2ejY5/+55DfOHWR2jX37S/IR3qklPG+MTrnrRkSpBNpTo8W+KVH7uRUtXj8KwxRq546mkAvP+bRpK4WF15v492ufSMzSv63CT0F67US8DaT3T8K/mk0zbxnHO38s6XPZZPXfGkuo2ng0mZ8oP6+p0f7zWOmKGw/mp8OMtLH7+LtCtUvKCpxGupzdyav/6iyS7PhYb2slHQExgl/PuGC2iA+Zks6UaKQrwSuBJ4r4i8T0T+Pvx5r4j8PfBnmI/4b4fHdi41WFvxVhHZqar7Y7cHgLcAfx3e3gQ8BfhyVy8pISGhd4QVYBIueHbFs5tRNzAL0tOm7mK4usBMusDAPXcBZ9alM01/5TrgSQDMl+u9Xm/Y80Wy6hmdtltugcsvX93X1AXWiOgkWNruwtwp1laIlJZEyDjgiDZtOKehOyz6G4YE2r+N5uYrHmMDaQ7NlvjszY/w/Au2s20oxwevu5+KH3DO+BAX7hpdcoyZYpXZkseLL9rJF283S86OkeWVk0YLGd74nLP48Lfvp1T1eejoAnuOLOAIPOWMzXzq+w+xN5Rb7UW/j4QTE6veBDWhAy8w6YrWU51Lu3zqiiejqkyWlSOl2gdOxMxLgV+fzvTR6x8AaqlQ20dMbUQmjETYniZxlotE/HDPJFddfz/Xh3KxjdNgYkjUYw0IAJyaE0e01oxuaANkKKrq50Tki8AWVX1kqXNF5CTg/SISAH+pqouaQ7X7lvwd8Guxi5gXkbi+y28CgyIyAjxBVb/V5rgJCQk9xgYfRE3H5lpNREAq8BCv5tWScKpMPfow6R1n1Qqrp6aZvuMeOMsYEQvVgM0DKY7Om8de9Be/DZvetEavqDvifSLaZbWMiMZIxFJ4geIFoE2MhX7uVr1Q9hjKpRnJpzlWrHL7I9NUfI36bhw4VuLCXUuPce1uU7T/+FNG+e1nncmNDxzhklPHln5QyLPP2cqHv23S9P7o87dx2uYBdo7mF/WAeO2lp3X2whISQnKuMCsahQZtVGIgBbMVKHtKKk3LdDlHBNdZXFi9eTDDbNmLogXbw89sJuXwtbua9+9dbq561cfq697s99BOQfkNsCHuJXZeDbQ2T9vUJldgR6FPi9G643lAGdM8ehEi8gbgk6r6KPBKEbmgmQEB7aczTYtIo/BZMXyyXwIGgD8EzgYuaHPMhISEVcIEIBoKq4tlMurDhz4EV18NV1+NDJs8c+eVryCXlprE6zXXsDdrFGuGPJNe8sxzakXGYwO9L0TtNTbtp50uxpZ2mpV1Q6QC2YZBU/KNvGC8JkLCLtspp3+7Vc9XfApZlw//yiWAqU+4KlYcPTlfWfLxqsonv/cQAGdtM9myl525pe2i53xDutNDR+c5bfMAGdfl1E3ms/um55zFSL7tmsGEhDpcR9hecEg7EqYXKmmnZjRMV2AiFnlo9m33fOXWvdN1Eq/7ps0ca8UAdoSRiLRb26KdtrlQV3jdtDFoyPTC4u9axTON6wKFrAuj2Q21KV4xjghb85gePmFthB+YiESfTrkrYT8QyceJyJCIvEREfk9ELsLs6SPJOlW9q9VAS36KROQPwm7UO4E3icirReQVIvIyYJOIvBAYBe4BssCDwKYVvLCEhIQVYtI5JZIEtVQfeJBUUK+oZL0vriPk045JZ5qahhu+w/357Wwuz/BL+28AIFWtLUxWErafsSpGfgdGxPwqGRGNhdVL4QpUg8UbkIzrsDXfv+/7fNmnkEkxWshQSKcWdf4+2iQlw/LI5AL/fd8RAArpFJsGetNB2kpmfuA1l/ClNz2DF1y4oyfjJpzYCGZj6cXSRRGT8rLQQuHOsn+6yHzF44HDpp/KqZsLUb3aL1xk0s9/+UknA+Y7bxnMpep6UFz9g4dbPsfND03V3XYEXvy4nbWc/zZe44lIynFIORK9T1FTvo2X+nUYGAEQkTcC/wosqOoHQoXVPcB2e7KInCQi5zUbqOWKJCJZ4LvAF4D/BirAMeBRzGdwDMir6j8CJwPjqjoJDDYfMSEhYS3QMI3JYJaL4uEpbp0bYGvlWJ2ikvWgOQLZlBh1pmuuAVXuGziJs+b38ewjt+FqQOHeWvuXtVK3WQkpxzGKG+0rIVIsGyNi88ASHae6IAqVN1xLs3fRyrr6drFfJwvYQsVjMIwGjA3Ue/tP2zzA0bnWXXff8M+38HdfN03lfu3SU7q+ho/86hO4PCykBnjx40z+VLMmXgkJK8Gq+aAxKeZGGg4KgDg4jsP9E6b/STy68PhTRnnob1/E+TtMtngm1rMin3bZHDOuP/ODvS0dJPMxpbSztw3y4P9+EWdtGzQypYFuRM96T7FpTD4btsncEUKHv6p+WFV/XlW/Gbt/H7BTRC4TkU8Bl2OCBYtomRWnqmXgRwAi8kPgXOBVwIcwkYkHgK+G0QgBnhbWRPTGhZSQkNAVAfUSda7A575wG4czp/KH93++pqh0+eXR5tZxhJyNRNx6C8XAYV9+C8858hO2VGd4z50fYXteOfeP385CeX103IlqIgiiReDGB46QcoUnnba56WMWqh7bhnJ85NcuWZVrakxnarYFUIx3ZywLkShLnxsSVT+g4gcUwoZWv/qUU7lu9yFu2TvFRbtGSbnCVBiJqPg+nq+R2lLjRiif7j5V7uRNBU7eVOCksQLff+BIkrqUsCoYJ4qi8RqlFtKp0nAg5QrbN4+w58gcGddhtJAJx4SBhpS8eCTCEcEJn+yc8UHuPTTHfMVjOLf4M16OyekNxPpD+AEUfcj8/+zdd5wkdZ34/9e7Okz3hJ2ZzaRdWJbgAkoGFRSVw3SeGE88AypnxBxAPZUTUU5ROcEvBw4CimL4qSRdQBR2CRJ2icISF3bZPLM7OXR3Vb1/f1RVp+lJy8Se9/PxGOiuDlMzO91d73p/3u/3dO0TPQ1o+ZcO/jec6VS1T0T+RURyBD/mQ8D9qhpNMdwCHEmQSLhQVR8e6rlGW1qzGXgt0EOQBlkCtANvI1jOlAJOBBJYEGHM1ApTsD7BmbJ4Zwdbt3ezR+0uVvSEKfDVq+HUU/NnpGJOmInIKVx0ER2dOfjFZhZ86D3wkjNYHj71S6fi59lNURBRfIx63l/WAXDjp0+s+Ji+rEdzbWLch485+U5Rg28b1DWFcB3uuO7BxIrOfEYHLK86cAGvOnABT2zrYsncWi5bvT4/ZffsPzzKU9u78/8GdzzdWvJcyRcRRESOXzaP45dVDhSNGQ8ihTPWEVXNv2698D148LAIcMRh465+5qTiNISvmfpkPP8+EYlavkIQRLz/+KXc8PAWTlmxmKe2P0PPwFBBRCHluXhOobuZ6ytZDxrGN9FalVSD821VFj8Ue1RVLxSROHAs8BkROQDYFzgHWKKq7QTH+kMaqSaiSUSODJ/0SIIA4QTgMIL1UotV9RLgcuB5Vb2KYMmTMWaK5MupNVjaJDfegIdDrHgtTZiNiIIIAVIJyXdn6uwPzmQ1TuM1+CMpLCEaS2G1S21y/IvGC50/ito9DnHfQnvXMAga970Zf1FBevnv7uDFc6hNxplXl6SjL4vnK09tD2ZIeL7i+8rv12xiSXMtrz8kWILbPkzthDHTiTK4W5oW/T/naclwyIQTFFZHndfm1NbQEGbL6lODz+n+17+uyF8+9Yg9OXa/uSXLncoHKkaizk1HLW3mIyfuBwTvPdnw7MR0bc4wHUQZiKi9dpUuZwJIA6iqq6p3q+r5qvoR4DRVvQMY1YCbkTIRbyLINLQR1DpcTtAZ/ofAEcARInIW8P+ArvAxFuMaM4U07Mvk+oKvgvPAGty5pxDTomVIrgtr1+IcczIAcUdIJR36u4IPpe6BcILqDA4iYmFl9ViGzfVnvZJ1x+NF8oXVYzNTerlnveBvqyZe+e9lbn0Nniqd/YXi/Pa+DE9v72HDrl6+dMpBHLy4gSe3dXPCAfMrPocx00l0XOkUXS6us4bBGUURIZtz8cLXS306SV19UEZavOwoMr++hqe+80b6c17J0rwo4OjJDK4z8n3lu38J6ot+89Hj8x2ePA0aNszcd/TJEQ0UTMTCmohJKKwWkbcCb1PV08PrQjCHrZlghc8qVf11eNthwEcIdu8sVXVF5BXABlXdPIZvW7F3tqruCC9WbOlabtggItppABF5g6reWHR9J9BBsHbqnWFGAiAlImlVLR07aoyZFFFXiZzv4KPIt87Bu+wh4vvsDWdfXXJf55ebgv87UJcUNrfn+NEtbSyZF05OncHTdeLFjb9HqTfrkZ6ATETxrI5qlA1bAyeHCCLm1QYHQNGSJoC2niy/W/MCi+ekOGH5fOIxh4vfOzG1KMZMhPzwRxmiDegIbz2JuEMqfL8ZqvY/GXcGva6iZU5dFTIRrT2FTF5xi1hPod9Tq4cYQcIRFqWVnEKfCz05ZSKrAMPhzd8CHina/AlguaqeFgYU/xCRZ1T1PuCbwOcIZre9nmDI8xtU9Ztj/Nb3DXejqn5vNE8ylqD0+bLrbcDeqvpnICsiR4Tbf2sBhDFTIzpzXSgKE+S6a3Fdl1jHrkH3L3RnEurDoti/P9nDpnaXeXVxmmpnbhBRGDY3+mx0f8aboOVMwR5cesf6Ee9bftwxXToMXn7nei4pmvtQLBsGR8UHLcUWNwWtVr9x3T/z2/76+Hae3tHDu47am/gQjzNmOguCCMm/v5Sfr/DLUxPAt978EtJhzdXGnX35BgNjyTpGdRQ9FYKIzBDzI1xPybjBkiozvETMCf5dNZhIPsHnfj4N/Kps22eBKwA06MZxHXBWeNshwHaCY/AVIrIPg4/PR6SqP97N/S0xlj+n75Rd7yKsf1DVXwGvFpGYqt42HjtmjNk9+TW5CtrVzcMPbuTBxuXEuzryrV0j0RtAzIH6msKnXfeAN6PrIaBw4N6bcfnIVWt4X8s9+duKu5dEfF/pc938h/p4Gqol7kxamvynBzfz50e38vAL7fz9ie186ldr87flwpkQySGCgX3n1ZUUiQLnJp+EAAAgAElEQVTc/Ng2GtMJXvuSUS29NWZaEcLOPcFIHhwJTlhEoqCg/BWxdH4dNdGRvEi+G9lYThQ0hMXUlWoiKr23qQZn1sHqIUaruEA+PUGzVcPBbi8AO4u2rQAOJBitELkPODm8nA13L0FQXvAe4DcTs4cjG/VRgqqWx2Jdqvqjous/A14zLntljHnRFOj522q+fsAHAIj5XsmgOSgcxIoIdTWFd8pdvf6MroeAQibiiW1BIW9Hf2H98IadfXi+lkx2HXA9VKFuAgurd4tOfbAxUDRd9/qHt/Cjvz7Fhl19uGHwEGUYhgoioHDAc85bDslv26e5dsjshTHTmhQGt4kICQfKZ1UOFRgkirq/7c7yyeFqIrrCqdc/+8DR+W2eBvtm41LGJjrorZ+A4arhMqX3hCfhi+1DcHxdvKJnJzBHROYSBBf7A8uABwEpas06mu/7Sik7qyUi+4vIASLyjqJttaN5vt3+zWhZw3NV7VXVW3f3+Ywx4yRa0tTZzYPru/KbY75XMmgOwomrQCouJZmI7V0uDTUTdPplkkRBxMb2wasrd/Zk+Pldz/G+y++lJ2xP2h8eKKcmoiZimChg0PKlsiUQ02EpU/Q7qk3Eufe5wrK4AdcvmX2RGKImAmBBfVCwfsSSQj3f9q6B8d5VYyZFNGAuemnXxgXXHzngF+Djr16Wv55KjD3zWZuIITJ4OVNbT4Z3XPIPoLTJgaeQ8dSWMo2Bp4VM026Ki8iaoq+Plt3+QeCqCo+bz+Aup93h/2uBbwBvJBj+tifBvLaviMjHRrlfT4ffu9g7CZondYnIq8NtP4yCjTB4qcj+pIypSgJ/+zs9Tjq/Ja5eYdBcyA2jiFSiNBPRNeBRE5/Zp61iw7z7d/bnuP3JoAlFNkz/94enEV/MsLOhVDwDOIN+vdFypYP3aCjZnnU9eotOvw7VnQngh+9+GS0fOLpkevS/H7PPOO+pMZMnGgwJwTKhukRpzUGFkggA9p5bl7+cCs9ylw+iHI7jCPU18UGF1Vs7CkF58WvRVxjwIGFF1aOWcIKTbKnd/525qnp00ddl0Q0ishBoVNVKU6D7GTxvLbreq6odqvpjVb0c2A94P3AbkBaRfx1pp8LuSwtEZLmI1IvITwmWRe0RTq0+UkT+haBkYW8ROQd4xVDPZ0GEMdVq3eNsqWnKX42pl2/tGsmFB9C1A73Up0rfLCegNGBSOY7ghOuV59aVdp7uGnAZCAsQoxaw0ZKd1DAHwru9L2P4HIoOPKbTx33UVWr5wrqS7RnXL1kSFh/mA3duXQ2LG9Ml295w6B7juJfGTB6HKBNR+Jsf7Vnr6PyMCMTCV3qlFq/DaaiJ5zOEkZ/eVmh8UNzRSQnOrA93YsWUSjjCwrSQnpiTaa8BBkTkdBE5nWD+2vLwchswX0SKP7QWA+3h8DcAROQoglqJ1wGPAk8w+pKCHwNfB04nqKfYBzhbRL4AXAYcAxwNHAw8UNyZtdwMP0wwxpTLd/P52td44FdboC9YzhM/9hj41ptK7psbyAFxUrfehL79XSW3DdWucyZxJPgZGtNxNhVt7+zL5Wcb5LwoiAgOlFMTkIkYdjnTCGcgp8NypmyYidh3Xn3J9ozrsXFn8Pf170fvw/z61KDHVvJ/7zuKnT02VM7MXLUJh2Rs8Ksz6tAUvQ+XT6FGKMnGLWys4dOvO4A3v3RvenM+daNcc9SQStA9UFoTcdNj2/KXiwuotXy0thmV+AQVkajqb4uvh58PcVW9UkQcgkDiaODu8C5HAOXlAicD3ycYGpclyCaMqo4hnC3xOWAtcBrBEqkvAfcSzH3rAA4CPgq8ICKnENRhfFJVnyt+rpl/lGCMydMhLgMMOknc3oHvBmeyau5eTd1AT8nN1dBP3AlTEc3p0uzwdQ9vzndPiZbqDLgTWRNRuDwoaKjU07X88VN8ABBla2prYrz24IX57U9v6+HxLZ2kEjFOO3bJqJ9v7+ZaXrZPxVlHxswY5QeZUcemyFDnBwqBRZBz/MLJB9DUkGJb3+hf6PWpwZmIY/YtvKYWNIz/0Ewz8cImRucDHwcIg4rTCAIGwm3zgLawNvkRgunSi4B1Iz2/iJwoIimCGoiHCOohvkdQX7FOVT8IPAN8DHgM+KKqngm8pTyAAAsijKlang/FTdVi5WdVrr2W8568ilO33kWtO0D9yutLbq659eZBLWFnmnh49F6fig3ZBSjqMBTVRExIJqJocdJoJmjnDz6mSRwXBVqJmPDvxyzh9YcsBuAv/9zKum3dHLS4wWY9GMPwJ3KKRa1hi3ljOFnQkIqXFFa7ns/9z7dz6F5zeOo7b2TPpsLSwaiLlJl+RORDwH8ArxGRT4pIPXAhsEFELiJYXvRDVV1T9LA3AVE2478JZkicCPxiFN/yToJBdS8Bvq+qZxEEKDlgsYi8FjgeuIcgMDlPRL4DvLrSk9m7vjFVJvocyvrBh0cqUeHjo70DVq9iefcLnLFxJeK6xFffXnKXRHfnoJawM42E8YAINNcmK95nU9i9aUtH8P9FE3AGLxFzmB92J8qMMLnoxSQdXM/HH8OE7tHKT6SOOezVlObM1ywnJkI6Eee5th5WLJ4z7t/TmBmvwsG7hNvLb3EYPKxuOPU18ZI5Ebc92QrAPzd3DVqKqoBaFDEtqeoVqvovqrpUVf+fqvZo4Buq+mlVPUNVryl7zC9VtSe8vE5VP6eqH1fVEc/6hdmLqwiCgm3hto3AmcCxBHUV3wbagdWq+jXgJuDhSs9nQYQxVSrnBYXT6XCNbcnn07XXDs61u6Wp8Ro/N6gl7EwTFS06IjTVBgOayosLL7glaJCxYWcfi+akSE9QRfm7jg46EWXLhkFVCilK9nAMy5k/+su1fPvGx3Zn94aVz0Q4wd+SiHD8snk8srkDX2HFnhZEGFO8nGlUk+aLXugi4WNG2aWpIZVgfVsvf3wgqPZa9VTQbe7Cfz988J0tE2GKqGoO+CZwqohE7V6PIMhO3EdQcH0dcICIvBy4R1XbKj2XBRHGVJvwM8j1lJzrUpsMPj5KPpweWDsoaECVa+/9Zv5qY65nUEvYmSZawuWI5DMRzXWVMxIbdvaxdO6o6tJ2S01YY5INMxHFHZhcX/GGOQ053AGA6/nc8NBmuvpz7OgeYM2G9mHuPXbrtnby63s3AhAvOsN5wKJCkfVBixsGPc6Y2W641+0Vpx/D5R84uuQkga+jz0a09wZd0b7wu+AE8eqn2jhlxSJOPWKvQffV/H+MCYTZjp8AWRF5Fvgv4NuqegNBx6YbgMuBlwK/EpFfhbUUJaw7kzFVSDXIRACFTETxh8hFF5U+4IorYdXtxIsCi/36tgWBxurVcOqp0NTETBNzBLygkDHKRNTXxGkr6wyU83w2tfdxzH4TV+ybDKfUZissZ+p1lZ0DsGxO1PuxcNtIn/33P7+LS+9Yz/1FwUNf1qV2nDIqF//9WTbs6gVKl4QVBw7j9b2MmemKX68+lQMJVTjxwPm09Ss7BwqP8DU4oTCofq2Ck1csKunG1NGXLamDGMRSEaaIiBwCfATYSpCFeBVwiYg0EBRUJ1R1M3Bp+FWRZSKMqTLRR1JUpFcbDjMadiV+hczEHgM7gwszOBsRFS/GRGgOg4jygUtL59aypaMfT5V959VVeJbxEa1TrhREBGcgR3+q8Knt3Qzkgn+vqJajePrzts7xmwQdBRB7N6dpTCfy25cvCDIRE/k7M2ZGkaAWDRg2+o8yA9GSpyhL7GvhfTvjKf25od+133nU3nzhXw4Eghk3OU+HbMvt86ImL5sqIiJxEVkDnAOcp6o/UNUuVb1RVT8AfAi4EhhySnUxCyKMqSLFn1vR/IN0skJNRLmLLoKrr4bmwpn4WH5dVOmAuplECNbvOwJN4Vn04i5NezWlaapNsmFnHwBLJnA5UzTELuOVHhhEw+WK11KX3168rWfA5Qu/e4gf//VpAJ5rCw7yi4OQZ3Z0j8s+q2q+W9V333ZYyW3pZJzvnHoo337rIePyvYyZ6YQgEOgOD/4r1E8Hr3UKr+mSzEVREJH1YUufDntyYXFjsLrk8G/fQn/Os4nUZkSq6gJ7Ae9V1Z0Vbu9Q1WcIWsCOyHLQxlQhhfwa+6g706gK9i66iGNv2M7SeUn49NUTuIeTw/M8PD8GooVMRNHZuqZ0goc3dfDo5g5iIuzVPMxygBdpuEwEjL6osjsTDJi669mgzu35MADa0VVYovWTvz/DKYe8+GnQvVmPgZzHh1+5L3PrBnetOtxmPRiTJwRBQMaDRDyY7zLcYX3xELgosMgPq1MdcSnj4jlBEBENykzGKren1lFVeZtZ5O6wuHo4nx3NE1kQYUyViT4ropqIqKB3tB8i33zLonHfp6kiAu1dPcSZy+H7NPP2I/bGEXj4haDj1GNbu4Dgg3vv5hQ18fGfERGJgohKLV6jg4dBn/Va+DkiXUVtHbOexwu7giDCG8NyqNGKakdGO4namNlMRHB9RTVYQjTiS7JC57Xo5E9xQDGU8pMeifjgkGU0wYiZXVT1HaO4z47RPJctZzKmmoT5c+npwb02GB4XfbBMwDHmjBEToa4mzodP2C+/nOnYfefynycuy99n6QSv7a8Jg4iBnMdT27vp6AtOBPka/NsEmYjgvqUTrkufp3ugcALpme09g4KH8rXPfVmXDTt7d2ufC0FE5Y5WxphSvkK/q/TlRj54LymfCN8H8tuK3heGUt5NLjncwEdb6WQmgAURxlSju+/G6w+Ka2vCIGICZpBNe9GP7BS900UH2csW1PPWw/dir7CjyUS2d4VCLcYFtzzJF373EF/47YMIkPOhPRPsqac6Yp/54iDimvs2kow5+SJngLcdvjfxsLtLzvN596X/4FO/fmC39rmtOwwiJmAAnzHVpiZWeM22Z7TigLdoU/Fru/i1XhxY+OV3LBOPOfzlMydyxJKgc17NEIXVs/Ct30wSCyKMqTL9O9q5fluaXic48Eu6QT/xWflBEv7QTsXWJMGNUSejpfMmNogoXyq1sy9bsic5D3pzhQgiaPcIA17p6ciu/sJyph3dGV6yxxzSyeC5zzhxGelELD93orhj0+5Msm7ryeAIzB1i2rcxpsAB6hLhazfMJAz9zjO4Y15UmK2qoz7ps2LPOfmGEPEKmYgoyyGz8gPATDQLIoypMn/640Pc33gAd807FIDkk4+Ht8zeT5HitutS9rEeLQeayM5MwJDtF/u8QleW9uzg28sPNLqLaiI2d/STiAn92aAAZvGcFMl4lIXwSlq9ujpEQfcw69zaerI01yYrHpwYY0qJBO8urhZqnAbfqWh7hTvka6OGe44yUevlrv7BtbKjfQ5jdod9MhhTRbRtJ5kXtgKFM8/J9UEr0NlYExG1Rywe3hQlJcp/H/PqJ3bJzpBLDYqWL/W7hRaP0bbhaiIA4o5Df1hFv2hOTX5ddNbV0iDCG/wHMJDz+PCV93P1Pc9X3Le2ngzzJ/j3Ykw1caQQREAQWFSiRffJ91qQwuu9vDA74ym5IdITbz18TwCWLxzclbPfg66skpuF7/9m4lkQYUw1+fkVDEiCnv4M/R1BB6KUG6xrH80U1GoTfQhXXs5UKp2YuM5MMHipgSogpbUqqtAfftpL8f2KFGciAOJx4bRjlwCwR2M638K2ayCXHxQHhbkhxVq7M7T2ZPjN/S9wz/rSluGqyub2fgsijBmDaObLSEXRULj9hR7Nz4vxtPTx0X36XWVjd+Vs4lFL5/LoOafw2oMXVrzd09KTE8aMFwsijKkmd64mRwzfV56tmQ/AsTvX8Y5d9/PJk0Y1gLIqORUCqPLeKUOdMZxI0eApX6ExGRRm9nql9/GjO4a6B3IsbCi0XPU85aSDFnLjp08klYjlh8N9/Oq1rPzntvz9XH/wAcizrT35y49u6iy5be3Gdlp7Mrxkj4bd/fGMmXVi4Yu6UhaxEs8vZCJESls957OUqiMGAg2pxJDvYVFgYsx4szkRxlST668ne10nbCgseUnFlQ999l+gbva93PPdmWTo5UwXv/cI2ntHmrszMUSCgwhHIC7gxISujCJO6VnI8jkRS+am+eirlvGdPz/O5vb+kudsCofqlctVmE9xwS1PAkEL3M0dfSW3PbG1C0fgTS998UPrjJktRApLkSrlDSQ8dRC9vn0K98tnMQjmRUSv/+hEgxcWXY/lhIcfBiDGTATLRBhTZbJu4fBz8cAuat0BuPbaqd2pKRIFCrGiz9zoAzj6XN13Xj1HLJmaycuFbixBtiQWFl2WHCKUHQAM5DzqknGa64KOSQNlwUE6WTlYdIdp9/KyfZrYVRZI7ejKML8+NeQUXGPMYI5IfolipZecUlb3VLR8SQQ8SusloqAiCiIqL2iqzFcl54WDR2ffalYzCSyIMKbKZIsKb1/WuR5cF1avhrBGYjaqtJxpOrQsiU4oRgcVjghzaiDs2Jo/m1m89/1Zj1QyRm24bCnjlq5/2ndeLQcvbuAle8wB4DUHBeukKwURMREOWtzAgoYadvUWWkNtau9je9cAC2w+hDFjUpxNqPQWE20bcMM2rlIIGhyCzGQUaGh5IOGPbVmSp5DzlVQM5tVYFGHGnwURxlSZ3PbW/AfNYd3rgwu+PyuzEVH70pLlTNFtU7A/33rLipLrxUWYkaTjkC7q5ORraRAxkPNJJWLU1QRBRM4t/Ulq4jEueNfh/OCdL+PGT5/IK5cHtTGuN/gcZn0qzv4L6phbm6RzIIvr+TyyqYOPX72Wx7Z2sWiOBRHGjIUjIxcx+2EdhALNSYg5QdZAws5OOU9xy173vq9DBiYVv0eYhcj4UJuQ/ABKY8aTBRHGVBFFyPX2E33UHNizObjBdWHt2qnbsSkSfeAWd6Y6br+gwPzE8OB6Mr1076ZB26KlCkMNpSru8qKq9Lsu6YRDbZiuyHpehUcWxMO1XJUyEa6nxMRhbn0SVejoz7GjaEDdoqICbmPM6MUEFqYrH7hHw+gkXMJEtKQxvNzjQtYLgosocIhe5b6v+dbVw+l1g6nZGbd0Oacx42n2VVoaU+WyS/aFjnD42M8uLJ20NstUavG6ZF4dN376xCnZn1hZQeTzrb3Mb6yreHaxJgZxJ1wbHd4h4/qoQioRoyYeY0F9Df9x3JJhv2cqzGpEA+mKearEHKE5nEi9YWcfWzoLhdqWiTBm9ygMefZfgaxX1B9OimodJJhc72mUqVQUyS9lGvCgO6fMSw3fUU5V6XV1cI2VMePIMhHGVJni5S0VawFmlXA50zR5pyuf1XHOjY/Rm/UGLVNQVR7c2EFDvHT7QDhULpWIISJc8aFjOXnF4mG/Z2M6CBA6K0yz9Twl7gjzwiLtb13/T363ZlP+9kWNlokwZizy3d+GuU9U8xDVO+VPdlDa3lWkcN0P/+8qdGaVruzQ30E1qLdw/cLzGDMRpuyjVUT2FpHPjfExIiLnisjFInKpiLx3ovbPmJkqM/zqllllLMPmJkOlM4e5cDlS8S13PN3Gt67/Jzf9c1tJgFEcRIxWlGXo6MsOus1Vn3hM8p2eyi20wmpjxiQmQmMSGip3Ws6LJkiLhF2Zivq5+uFX1oPtfZpf8uhIYflj24CSHaL4wlfI+cGXZSLMRJr0IEJEFovIx4DbgcELhIf3CWC5qp4JfBz4jIgcO867aMyM5vq+DRYKRb+G6RJEAHzklfuVTIH2fGV+qrTwcUtHsKToF/c8F55R9Hl8SycDYSemdGL0b911NTESjkN7X2kmwvMVVYiJQ1O68hHPvDoLIowZq9qEQ90wr1ENswRe2JEp6s4Uk9LGD1EwEQUW0Q1RJiM3RNtmn6A42wvvOxWDNM3sMOlBhKpuU9VLgV/vxsM/C1wRPo8C1wFnjePuGTPjZXM2nTSSnxMxTZYzAbztyL3Zqzmdvx58yJfeJ5ou7Xk+e9QK59/4OF/5wyP5wXKpxOjL2USExtoEHX05XM/Pd2mKvkcsJsSLfkH7zqvLX45Pp1+cMVWiJEAIX/uuhu9TRVOra+OF++drJCjMjBguNIiWRE2HVtamek1lYfVYZqYgIiuAA4E7ijbfB5w9njtlzEyXG9Mrq7pFpYuOTK+D4WhZElQeSJUrWqawub2Px7Z2AtDanQHGlokAaEon+NsT2/nbE9vZszHFF19/MHVhd6d42VO9//ildGdcejLumL6HMWZk0cstF3ZfigKDnEdQA6VBJyaR4LVZ6MxW6JGhBJmM4d7q/fA5ptlbn6kyM6k70z5Al6r2F23bCcwRkbmqumuK9suYaUM1+DASsdNPxaZbi8NMUaRXKYjoGSgcwD/4QmFIYFtPUNdQM8YgorFoudKWzgG++LuHWL6gHoBYWHVeE4+RcT1SSYfjli0a0/MbY0YnFRcWppWOohKlqHAaEVxV4sCClDDgabjUSfGBrA9dWc0vh/KHiSJUoakG0tPtzc9UlZkUo84HOsu2dYf/ry2/s4h8VETWiMga17UzamZ2yLi+VdFVMN3Oxh2zbzMAruuB6qB/so6wk9LSuXX0FmUEXtjVB4y9VsGtsL6tOwxUolqMqMDb6iCMmVgJR0g4YXaB4EsIMgd+2LUp7ggOQWY54wW318SCQMILlzMNdaooGmDpYPUQZmJNs4/WYfUD5Z9u0fXe8jur6mWqerSqHh2Pz6SEizG7r63bAuZi0cTq8vkMU+19x+/LJ05ajuv5NCb8kqJq1/PZuCt4S/NV6S2a7/BMaw+1iXhJZmE0GlKD3wO3dwdD5aK2s6cdsxSAPRvTg+5rjJkYIsK8lLAgLcREWJiGeSkJbwsChfZMUCRdFy/UQtTEguYIQ7FctJkMM+noej0wX0SSqholAhcD7araPoX7Zcy0saPbzZ/VPvuNC6Z0X6aD6IO0fD7DVAsGvAVvv+VJgp/dsZ6tncEBvq9akono7M/x0r2axnx28YMv35fD9mrilfvP432X31ty2yF7NgJw2nFLOG2EwXXGmPFT3DkpekXHi4baiAhKYWCciOD5SlwK7V4ryfhBXcXoG0Ebs3tmUhDxCNAGHA3cHW47Arh1yvbImGmmJxMsjTnn3xby0r1sWUq0Zng6pvSd8LDBL4si7n2uUN6lqmzrHGBhQ4odYeZg6bxBqzdHtEdjmjcfFmQYvvHmFQBc+9BmvnjKgcyvt4Fyxky24iFzw90nau+qQDycJ5EoKsiuxPWVnAdxiyLMBJvKICJaBpgnIt8GHlXV35ffWVV9ETmfYD7E3SLiAKeF140xQNi9c1q1NJ0OpttyJihMEy9fkXDgwgbaejLs3Zwm5ykbd/Vy1NK57HgyCCJe7AC445bNK/m/MWZyBSc1dMQlRwKoFGocYo6wqDY4udCdrdyUQVXx/KBl7HQ8eWKqy6QHESKyGHgr8B4gISK7gD+o6kbgZCAJDAoiQhcC3xaRi4A08ENVXTMJu23MjOD6wYLZ6TRcbUoVTYWdbgpBROmRQG/O5eDFDezVVMujmzvxPPLtWAEW2BRpY2aFhBOcbXWL3iJiIsHbmiiVBlZHoyGG69xkzHiZ9CBCVbcBl4Zf5be9YoTHKvCNCdo1Y2Y83weEkkLd2Wy61kQASJiI1bIgYiDnUZuI4UgQYLiqJIvWJSyYY8uPjKkGI2YiREjGlJ5sYUbEaB9vhdVmMtiiB2OqiBvmt8sHiM1W6WTwi5iOmZmofbtXdsbQ9ZREzMERwfcV39eS5WkL6y0TYcxs4YjgUxoUiASnIIZqzhRNtbZAwkw0O9QwpopE7f+caXjmfSrMrUsC0FfUJnW6iGZXlC9n8nwl5gjiRJkIvyST0lQ7tvauxpjpaaTCaghONvg6OGAQGebxFkCYSWJBhDFVxPMVQabdhOap8pET9qMxnWCfuWPvaDTRomLv8iAi5/vEY0HPeE+D6bQxKW37aIyZHZIOpGKDs8tDZSKimoiYBDUVxkykmdTi1RgzAj/Me1smInDoXk386ozjp3o3KoqCgfKziZ6nxJ2gAWwurJyMxYQfvPNlNFsWwpiqMZrzAcEwugrbGSLbEG5Mx6bnMk5TXSyIMKaKRN2ZrMXr9Bd9wHtlUYTrK3FHcBwh5/rhfeEle8yZ9H00xkyMOQmoHeUR2FDZx0rLmXJ+GEdY/GAmgR1qGFNFPD/IQsQdWxE73UXZIlXlw1fez3f/vA4ICqtjMcEJlzOBddsypto4jkPyRZztEYKp1MV8VXpcpc+dnm2tTfWxTIQxVcT1g7NWdtA5/UVNWz0fdnQP5CdSu75PwnFKliJMx2F5xpipIzK4JkKBjBtkM+0tw0wGy0QYU0U8X3HECqtngqG6M7lhd6biONCx9WnGmCKVCqujJnSVhtAZMxHsk8mYKuKqAELcoohpL8o03Pjw1vy2O59uDQqrY4JT9O5s/5zGmBIV3hNchX5Pg4z05O+RmYVsOZMxVcQLT01NxwnNplQURDy6pSO/7fybngAG10DYv6cxppgAfoXtrh98WTbCTAbLRBhTRYIgQrFjzunPKWvxeuZrlnPiAfMBSMZjPLOjJ39fCyKMMcUckWAmRNlyyGgw3WgG2RnzYlkmwpgqEnYEtSBiBkiVTYJ61YELOGXFYo7br5WX7t3IXx4tLHOyfu/GmHIaTqYWglbRnq/4CgvSduLBTA4LIoypIlFhtU01nv7m1dWUXE/GHBxHOOmghUDpkibrtmWMqcTX4D3f9WFXRsn5vKjWscaMhf2lGVNFXA/i9qqeEcqnisfLPviLO6+U32aMmd2EIBPRngmuez5kPBs0aiaX/bkZU0X6sv6gZTJmZnrDoYvzl1MWGRpjyijQnlF8VXK+IsDCtL1XmMljf23GVJH+rJKM29KXavDuo/fJX05aEGGMKRIVULt+oTbCmMlmNRHGVJG+nJKMjXw/M7NYEGGMKSYStHEVP2j1quE2YyaTfTIZU0UGcj6ppL2sZ5pr/vP4ittj4VFBTdwiQ2NMQdKBhkQ4L8JXa+w2dGAAACAASURBVOlqpoQdbRhTRfpzvi1nmoEaUomK21OJIHiosToXY0wRESEdF8SBjizkonSEMZPIljMZU0Vynlp3pirSXJegN+va3A9jzCAigAatXYUgK2HMZLIgwpgq4vng2EdJ1TjnLYdw2xOtg2ZKGGOMQxBIZD2sFs5MCTtnaUwVcX0hHrMgolosbkxz2nFLbHigMWYQESHhFDo02duEmWwWRBhTRVxfbdjQDNKYrlwLYYwxozEn6dBcY+UQZmrYciZjqojvK44FETPGpe87mv6cO9W7YYyZwRwR1NozmSlgQYQxVSTnKXHLac8Y9ak49Sl7GzbGvAgSZCLUn+odMbONnbM0por4KjhWE2GMMbOGYFOrzdSwIMKYKhJkIqZ6L4wxxkwmxYIIM/ksiDCmivhqNRHGGDPbWCbCTAU73DCmSqgGrf4sE2GMMbOLEnwGGDOZLIgwpoq4nuL84y7o6JjqXTHGGDMJEg4kYpC0IzozyexPzpgqkfWCaUNOby9ce+1U744xxphJ4IgwP+Uwp8YO6czksr84Y6pE37YO6tI1xLP9sHq1ZSOMMcYYM2EsiDCmStzyy1XUJOIsbd8Avm/ZCGOMMcZMGAsijKkGrW38sbWRvfrbOK7jCXBdy0YYY4wxZsJYEGFMNWhpoStZx6LMLpyo0Z9lI4wxxhgzQSyIMKYarF5FVhIkfa+wzXVh7dqp2ydjjDHGVK34VO+AMWYcrFzJwA82kXjpAvjya6Z6b4wxxhhT5SwTYUyVyHo+SccmzRljjDFm4lkQYUwVUFUyLiRiFkQYY4wxZuJZEGFMFch6QTF1TWKKd8QYY4wxs4IFEcZUgf6MIkDcljMZY4wxZhJYEGFMFejO+ACkkxZEGGOMMWbiWRBhTBXoHvBAhHQiNtW7YowxxphZwFq8GlMFugZ8RIR0wjIRxhhjzHQnInsCpwNdwCKgFviqqmZFRIBvA81AAlilqr8OH3cY8BHAA85SVVdEXgFsUNXNk/kzWCbCmCrQPaA4ItTWTPWeGGOMMWYUfgH8RFUvVtVvAC7w2fC2TwDLVfVM4OPAZ0Tk2PC2bwI/AHYArw+3vWGyAwiwIMKYqtCT8YMgImEvaWOMMWY6E5Fm4CSgoWjzauDV4eXPAlcAqKoC1wFnhbcdAmwH2oAVIrIP8PyE73QFdsRhTBXoynjEHIc6K6w2xhhjprtu4P+AVNG2+UCriKwADgTuKLrtPuDk8HIWEIJlTi7wHuA3E73DlVgQMQqqkPMF1aneE2Mq6xlQRKDWgghjjDFmqsVFZE3R10eLb1RVV1XPVNXnijZ/ELgc2AfoUtX+ott2AnNEZC5BcLE/sAx4EBBV7ZvQn2YIVlg9ChlP6MjESDrK3LQ31btjzCDdGZ943CEVtyDCGGOMmWKuqh492juLyIeAv6rqnSLyH0Bn2V26w//XAt8APgQ8CewJrBSRrwCdqnrpi9/10bNMxAhUIeM7tGWSbB9I4vlTvUfGDNYz4FNfEyMWsyDCGGOMmSlE5HXAHqr6vXBTP1DeJiW63quqHar6Y1W9HNgPeD9wG5AWkX+dlJ0OWRAxAl9hwBW2dubozijb+xNTvUvGDNKT8UnX2MvZGGOMmSlE5HjgeFX9btHm9cB8EUkWbVsMtKtqe9FjjyKolXgd8CjwBPCaid/rAjvqGIECrd0e569s5VvXt7G9N0F3zn5tZnrp7c5Qt6sV6eyY6l0xxhhjzAhEZH/gVFU9r2jb64FHCDovFS+HOgK4tewpTg63pQmKrV2C5U6Txo6GR2HDxg5yOY+BbI67n+pkS08Nri1rMtNIzwvbSGf7kOuvm+pdMcYYY8wwwizD5wnqG6Jt8wmCCh84n2A+BCLiAKcB3y+67zygLWz/+gjBsLpFwLrJ+hnAgohR6bhrLb4q3b39/Pa+neza3sWOT5wNbTuneteMgdY2ursGqPWzyOrV0GHZCGOMMWYaO4VgWvVWEWkTkTZgCxCdor4Q2CAiFwGXAT9U1TVFj38T8Nvw8n8TzJA4kWCA3aSxIGIEXmsb929XVH3+69nfkPN8/vTXp+jLAi0tU717xkBLCx3Jehr8DOJ5cO21U71HxhhjjBmCqt6oqvWqOr/oK6mqnwpvV1X9hqp+WlXPUNVryh7/S1XtCS+vU9XPqerHVXVSzyJaEDGCR1uu5x9zD+GN2+/n+I4neBvructdwBN1S+CG6y0bYaZWaxv+DTewK95AvduPuDmwbIQxxhhjJpgFEcNpbaPr/gcR4Oj2J8B1eff9v6Y2N8Dd8w8Dz7dshJlaLS20x+rQeJw5uXDWjO9bNsIYY4wxE8qCiOG0tDAgCRCHGjcDQModoDnXw0C8BnI5y0aYqbV6FW1Si4PQ6PUE21wX1q6d2v0yxhhjTFWzidXDWb2KTOpQRCDpZ/Obk36WXDyJAhJlI84+a+r208xeK1fS+nQv8ps25nzkA7Dkw1O9R8YYY4yZBSwTMZyVK8l87ZuIQM1550JzMwBJ36UvngaRIBux6vap3U8zq7X2eDgiNKTt5WyMMcaYyWGZiBH055SY45CKAxddBMBTl20mlUyy/uZ72H9ebGp30MxaP7i5lSP2SdPW4yIiNKZiBOMRjTHGGGMmlgURI7h1XS/xWIq6pJRsjznC9i5h/3lTtGNm1vvpbbsA+Niu1SSXvYG6xBTvkDHGGGNmDVv/MIIHXhgAlGS8EER4nk/McUjGbWy1mRr+jtb85cdlHk1kg+V1xhhjjDGTwIKIYagqNXGHV+xfS8wpHKC9+6g5ZFwXz1f6sxZImMnX3fILYo6DiHDXvENJ9/ci3V1TvVvGGGOMmSUsiBhG16ZWXA/2THkl25cvrAGE+5/v4yXffJrVT/VOzQ6a2am1jYsej5OuSbJoXiMiQkpzOLfcNNV7ZowxxphZwoKIYbRf9VvEgbqnHyvZHo8JKDyzPYfjCNc+ZGeAzSRqaeGxuiXEYsJ8ySAi1OIid99lk6qNMcYYMyksiBhKaxu77rgXEaH+6cdLDs7ijqJAIh6joS7N0ztcnm/LDv1cu0nVOu2YMq1tcMP1LO3dDsDrup6gNpVERHDcnE2qNsYYY8yksCBiKC0t7Eo04jgODZmekoOzeCyoYe13lTn1KXb0JzjpgufG9dv/f2s7eck3n2Z7lzuuz2tmuJYW8JXWVBPL+7ZSKz7JRIxcvAYnm7VJ1cYYY4yZFBZEVBKe7d0VryPmONRne2D16nw2IiYCKP1ZD1UhHhv/X+Pqp3oZyCm3PNY97s9tZrDVqyCXoy3ZxFy3l+W9m0gmExzq7cBpuSw/y8QYY4wxZiJZEFFJeLa3I9mAI9CQ6wXfz2cjEmFNRH9WQRWRCr/G1jZ461uhbefYvnf4uAZyAGzY1LV7z2Oq08qV8M530pZqpHlBIwvO+iyXvm8f3v7Zt2ANXo0xxhgzWSyIqCQ829ueqCeuPnW5PnDd/FKReCw4XOsbcIP5wGVHb519Htsvuxq2bAkCkjHQn7VwhXMoTz+yEYBdD67brecx1Ul3tLJm1eNsS81n7pb1xHs7cZwYPmJjIowxxhgzaSyIqMC/6hdcvPztrJr/Mhp1gNh3z4Orr84vFYmJoEB/Zy+g+RiiN+Ojqnzgsuc5rvuNPFK/L9xw/eizCK1t/P3uDfz3QR/gPl0IwB/9/WiLNYzteUzV+tJFD/LOw7+OCDR6fcRuvQWAoNTfGGOMMWZyWBBRwV8uuYkL9nsHTzUsocHPwF/+XHJ7XU0QNuzQNAASngJ+4oOfY/3TO3h4W1AM/eu9XgeeP/osQksL1y84btDmy5e+cWzPY6qSu72VP+SWhteEpO/i3HsPdHeHW4wxxhhjJsekBxESOFdELhaRS0XkvWN47H4i8gMR+ZyIfElEviciteO5f//9iyc5s//Y4PsBSXVx7irtv19f44T7A1J06Pa7xCF0//K3+evd8TTkcqPLIrS20ffnm/jrvCPym/5t69046tORqBv985iq1Xv5LwB476a/ceq2u3h5x5M4uSx6+yrUljMZY4wxZhJNRSbiE8ByVT0T+DjwGRE5dpSPvRL4nqpeqKoXAHcC3x3Pnbvi8dLrIg7iuSUtXqWjkzftuB8JlzWJQNLLcu3iVzBw75r8/brjQaZiVFmElhbumXMwffFUftOPHruEpX3b6RnL85iq8FxblnvW95Vs670n+Ns6rOs5vvPkldTgEcv0wxOP4/sWQRhjjDFm8kxFEPFZ4AoADaapXQecNdKDRGQe0Kiqu4o23wa8btz2rLUtfzHpZRERPCeG5Mr67193HW9uvT/MQgRr0Vd0byQTS9Ieq8vfbfX8l5GReJBFWHX78N979SranUIAIeoTV58Gt4/ueJhsGc3zmBkv5ymvueA53nPZCyXbe392JQB1534Dbr8dvfinOJdeAl/+CmI1EcYYY4yZRPHJ/GYisgI4ELijaPN9wNmjeHgHMF9E3qqq14XbDgAeHrcdvPRS4FQAFmU72J6qJbtwT+TnPy8Ntx58AGINiARhRMxxmF8T3NSWnFPylFtvWs2+85Mjf++VK+n7Rztct4Nb7/4yCzLB8ql6t5+OeD0sXBC09zRV75f/KCyd6zv1ndR+/7vw5S/T851LgWA5nSL4QMyBOUkXz7fyJmOMMcZMnsk+8tgH6FLV/qJtO4E5IjJ3uAeqqgecDvw8rKc4AfgU8Plx2bOtW0uWLM3PdPLO7XdzxpGpwWvN//d/4XvfA4l6MwkNTY3BD5MM/r/U6QHAH8MJ4t6sD8Bet15L472rYe0aVrz1RB5pXk7/dX8e4dEvzq/u7aCtx6ZjT7VdG3Zw4XXP56+vOPg8/vK9a2DLFjquvQmAxnQMBVSDF3AyBumEPyX7a4wxxpjZabKDiPlAZ9m2aCTzaAqkHwJ+DcwBbgfWqWprpTuKyEdFZI2IrHHdURwcn302ZDLRY+mPJfnGs9ew7MHbK99f4PvvWMzygW0gkCT4Hm3JOTgi/Nv2fwDB0pTR6ssoIpBKFKKWZQuS+Aqd/d6on2esNuzM8vU/befMX2+ZsO9hCjxfufPpXrKuDhpK+KPL19IrNdyU+Ev+/p9c9B7+tPAVbH3oKQDmNiTJ+WKzIYwxxhgzZSY7iOgHasq2Rdd7h3ugBGOhryEorP4A8ErgKyLyyUr3V9XLVPVoVT06Hh/Fqq0//AEPIZ1K0jynjo9v+DPquvjrHh/UOjO6vv/CGvapDXIRNQuDuQ473/g2UjVJaj78n4iMIYhobaP393+iLiH5lrEADangn6h7YOLONEfPvbE1Y9OxJ8HNj/Xwvss3ccL/PEv3z66ELVvo+dmV/P62Tfw6sy/v23QrB998Da/e+Uj+MZ8/7JPsiM8hEY+RTtbQ2p+Yuh/AGGOMMbPeZAcR6wnqGoqLBBYD7araPsJjXwVsUtUtAKp6L8HyphGLske0dSvPNizi1kVHIQj/eXwjp1z7E/y/3gpf/fqQZ3u1o5PlGx9GRNh342OICHc83YcIJOJxYo5DtlIQUXb2+e61W3nbOfexyUtTmyvtyFMfBRGZiQsidvUGWY4t3T66eQu84+2DA4myfTa7b1N7DoAd3R6Hdb2Fn+91Chc8nuLLNwdx9Oef/QN4Puc/9rP8Y2rdAXqcGppiPh07+8n5NhfCGGOMMVNnsoOIR4A24OiibUcAt47isU0E9RPF7gQaXuxOued+h9d98Cd87OgvIiLUPr2O3lyMPtepeKQWzIcAf+XNnLDrMb761DUc3r0eAXoyPrGYQ00yTjweI+eWBhHP7Mjwg4vvZntbX75d63t/38WDDftz88JjqOvtLDlQn5OKARObiWjvKyyVunX+EezKSH46d15LC2zZEmy3YOJFae0uXV73hz1PpC1eD8CP/3kJTW4vuUSKuWS4f9UnOLZ9HQC9sRR1uGRvvxNsKZMxxhhjptCkBhGq6gPnE8yHiJYonQZ8P7z+bRF51xAPXwW8rCyLcRLw+xe1U1u38sd7n89fFYHaZ5+is7WPXZk4Oa/ykZp0dZFd8yBuLMnCbAepXAYEHBFijkPciZGIxQdlIq69azs/zRzE1w7+MNxwPZl1T5bcvjPRUDILIhps1zOBQUSUiQC4aL9TOfKkS3ngrifzgYLuaOX+VevYnmgkc9MtQbbC5lXsth3dLvs0Fl56j83ZjxsXHU9Drpe3brsbBfrrmnjhgOOZ6/VxcusD9MVT7KhpotbL4Kx7HFVwbTaEMcYYY6bIVPSFvBDYICIXAZcBP1TVaELbycBRlR4ULnc6EzhHRD4rIl8CjufFdmc691yO2vw4H74/6MzkCKT9HNm/rSLnV85EAMgtt+AlUvjxZBB5OMKnNgYdlESElJ+hJhEfVBORfTBY576jpgk8n3+ee0nJ7RknUTKZulATMXGF1e2t3YgGQcojjfsD8ELNgnw24qc/vYN3Hf41PnL4lzjoNVfwi71PHtX07G/fsIMf3Fyx7n1W29HlsbCnlWseOp+9+gu/nzovKOx3EykGapvor2vGW7wni775JQDWv+Q40kv2hK98iZzv4KkFEcYYY4yZGpMeRGjgG6r6aVU9Q1WvKbrtFao65MwIVX1SVb+mqv+rqheEz9M31P1H5frr2X/783zz78GZdREh7WXwnnyanO8MOQk4+dB9DNTU40sMFUGdGGc++yfCjq/UPbyWZE2c7K7OwvKf1jayzz0PQC4cQvd4bzBg7sJHfxr8jFAymTqqieiZyJqI+x6mOddD2hvIb8tKHFb+BZ56igv7DwLgn3P2A+BPi08Y1fTsn9/Vzk9v22XLn8q09rgs2LmJl7c+ygG9m/PbE74LCxeQu/Nuuq7+Pe5/n4v3xz+xsCFoDPBcW4500kFUyPlCMKvRGGOMMWbyTeqwuWlp06bC5bP/DCKkvvg5SEFMdcg5D6kffI/aTIycL6CCL0o290n4yQ4ESDz+T5w9lpH769+DWoKWFlAlI80AZJ3gV/94wxKast0sLzqYzE+mPvss6pNBENE1kTUR2ztpTtfRm16Q39aZqAPPZ/V5V+DucXrJ/RvcvmAfb7gezjgD5s8b/vl3dNHc0gJnv/ga+GrQ3usx9/Wvgv97N5t/9BzsyALQOXcx3p9XMpB1yHoOCUdxfWHRnOBvJWj/65BwfBqSbkkXL2OMMcaYyWRjbouIFA7UBGFuKkdTcuhlRCKgKiiQ8x16f38D5z11FR/acDNpdwBH4Gvdh7IpOQ+94Xq4/TYy4a98fd2evJCaz+MNS1nRvYG0FxxINud6SqZTO47QkHLo6Jug5UytbexK1DM3100mVig32VHTBMCjvYPHd9RHGYvybERRBye3aBnXEa/+P5776z2zJxtR3smq6Lqq0tHv0VQbBAabO3L5h/X0u+TaOujJOaRiiiPQlY0xry6K9YXaZBA4JGOQcCwTYYwxxpipYUFEKOMpNckEIsGcBl8h4Qw/CVgIMhWqQE83fQ+u410v3MY7tt1BY6aLD79wC93xWq5Y8npeevzFXH7M6WTe8Ob84y/50pVs2ONAlr35BBb+NajJ+NL7VuQDiMjSeQk27MwxIVpaaI/X05zrzm/aozHOC//6Htz77uf3x/3HoIf0xcLRHlHGpOi52LKF/p9dwRV3lXbs3ZicP3uKscs7WV18cT4b1TXggzjMqU3Rm3M4+42F7I8vDplf/ZY+N0Yq7hNzlO5cjLZcLUcvTQOQfuB+6O4e6jsbY4wxxkwKCyIA11f6XeXsf1vGmw6bg6/gj7ILf3QuWO64g/50A74TRx0H8X1e3vkEJ+9Yy8+XvIHuRC3nukeS6c3kH9ufVfoySkPKoSEV4/nzD+JdRzcCwUn+ftfBV9hvfpL1bdnx/rGDM+Q3XB9kIrI9+c37NQo7dg3wpw+dy/MVgpf2w4+DtWuCryjgaW1j0y130S0pbr53K+f9JSgY/thzNwQ/K7FRFWPPeK1tPP23Nfxmj1cHNSWbNnPJY8IfFr0Sbriejs07EaA2XcPm3hr+47hmnvn8XACO7XiS3Oo7cbq7cATiovgqeAonrFiAAJmcC7fcMqU/ojHGGGOMBRGh7qxy5NIGPnHSfIAhayGKCaAEy5mcJ58A3yeXTKE4oB4+wgWPXcqy3q35x/Q/tzF/uavfI+spdcnB/ww5Fbb1xdk1EGfZ/CSb2nNk3HGui2hpQX2lPdFAc66bNbd/gofu/BS1WzbSuW0X/9v8Gg6LtfPoOcs5/+2L8g/b2eNWfK4TjruAw17bwrZEY37z3gNtAPTE0qMqxp7xWlr42IozOXvFf3J/w3JunX8E/7P8PXzx0E+wOd5E+1W/AYR6r5+enEN7Jo5zxRWsvP+/uOSfF+E5CeSWmwGISVAT4SusmKMg8Ezd3nDfvdDRMbU/pzHGGGNmNQsigLgjxCQIHAY8h6SjpGKjW28eNcjRz38OvnMe3i23wlVXIg31qBOjye3lFw/+D/OynQDc5S/OP3ZnOJ+htiiIUIWsFxRrD3gOndkYyxYkUWX8lzStXkWPHyfnxJmb62Z+roum/g7qdmzmGX8Om9IL+cLDV9LQ08EBi2ryD2svr89obcO/4Yb81buaVuQvz812AdAbTw1e/lRtwsyOF2ax3nXMtzjjiC/lb37ly39E+70PIwL1D9yHI9C+o48da5/iwO5NJJNJelJN1Kz+ez5I8FVQhL3X3sFx7U/y8edvRDwPrr12Sn5EY4wxxhiwIKJEUCAN9QmXuakKZ9vLpGM+cUdRBNHg8X6Umfjq1+DrX0dTNew1sJPLHvrxoMe39QQH43U1haVTWV/oyMToyAT/NL7CsvlBwfP61nFe0rRyJe0r/wZA89e/mF+ilFoUZGMO61rPSW0PQ0sLRy5J8T/vWMTHXtVMX1b51nXbufDWIMtASwtdTjr/tI+ErWA/sPEWTux6AoAtH/186fKnahRmdmI6dMZoaypYulT3yFqcnm6yf19N+/z9cBM1tO15IJm6ZhIDPUGQIMHfk9/Zjf/Iw1z14Pc5smc94uZg9WrLRhhjjDFmylgQEYpJEAS4voMzys6Z8Rg01QTBhob/zXgSZCdE4W9/IzqePLTrufzj6v2gu9Gm9iCz0JCK5W/zVdiZSdCdixOUbgv7zk8ATEhdxK4wqzC3LtyH1jYe3xX8NGdsWImErVxl5y7+/Zgm9g0Dmqv+0cGFt+4MCodvv41dkso/Z2einoO7N/LtJ69izkAXp7Q9wC//0T5o8F7VWb2Ksw44nY2N+1CXLmRuYjGH47qfAeCiZW9jz4GdLMp0Erv973hPPY2HEwyWkzh1PW2I68LatSScoHDfXX0nIPixOJ6TwPFc8H3LRhhjjDFmyticiFDMEVIxJevJqIMIKAy0jnr29+TigAbtX9etAzcIMmq0kNlYeddZXPbpS+lzkhy8uIaTDqrL3+b54KmQdHxQwfOF2mSMhQ0x7nmik76rf8v7/+udLNp34Yv9kYFgZgFAc20YRLS0EPcPA+CEnY8Wdiqc85C/X2TLFnjHO2k/7TNwSaHeozFXKNR+fesabpl/JBt35dh/QZKq9Ytf8rsf7qQ2HmduUz2+KplsjppEgs9kH+F9spytqXl8bMut+DHFue9esl/5GtJQR1vcBxQnBoStW2PAgnSOtmefx/F9fCeGF0/i+F7wd7V2LZx++hT+wMYYY4yZrSyIKCISFEqPVZB5AEeC5VCOSJDiOfur+P/zWRwH+N75fPCxW7lq75PZ2+vk3Od/M2j4mirk1MHzJTiCDJdIbe5Nkko4rH4+x+r5r2Ndyzou/874BBG7essyEatXcXHXbaxpOoh5UdvXouF3+fuFXnJSC6tuOptdJ70fgPe33sEvF5xIrVfoQrW86wUAnt2Rqe4goqUFeBsAcSdGOpWkqaGO9xziUHuDgyMOnvoc2rMBvzlFLJfFv/Mf8MaTcX1wECRWuhSqJqbM/cLH6PNiaMNX0f4EMQFGWbNjjDHGGDMRLIgoM5quTMUkXAbloIgoOd8h6fhB4AC4vhDf2Qo3XM85mSxff/oauuvnEbvtLurO2Fky7dlXiBowRQXbWc8h4/ioVyhm7trZFbRKHWFS9GhERdLNUXCwciV7AXsNcf/yIKI/luLB+mV03rwKOJKPLuvjkDU/59D2ZyCRgFNPZdnnvgTnPMP/3959x0lSlgkc/71V1Wny7MyygbQsOQgqwoGIEU9FPIyHeEoQzHqnIsLdoXh6yqGip6AnMmQFz0g4WBAWWEDyoksOG9m8k1PHqnruj7e6pyfuDDs9szP7fD+fYaZrqqrfert3qKff532flZe08PffP21S2r3TaW3jlbsehqM/AMamMKUScVpO3wvzxz+QdWM4jiEIodbPIE4V1R0bCP72GP57TiAQx6bAjcBzgUAoCAQCniYhKqWUUmqa6e1ImaQbEndska/xijnCnGSB+oS9GS+ETqnGhGBTk2hpgdCOcYjr0jFvXzbs/XpkyHKnIYZCYAaWjjVCzBU8A4f1ry/t11Dom/hSqUOrKEc6+gM8B2oT43srNGW7h23rJ0bnszbnv/GOm/joK0s5rHedHcG49RZq+7qYZzKs8mtm7xKvLS2sqF5EPOYxjyzfq36an//THmQDh8LKtXiFHLXVdt5IyvgYwG2oJ/nN8xGxr3s0oDVM8Td+6CBiosdKKaWUUtNHg4gyjoG5Vb5NF5mAKk+Iu0J9LCDlhvihwSm/0bt/mb2hBjCGwIvjO67dPkQIOEbwxWDEkHBCgq4evr/sP/nZip+wX99GYkFhwoXbLrvsflrcwwfdxHf2B/z8vg4aqtzSnI7tafz1VXz7xWs4uvMF7nzIpmN1e9V0eNXExae6kBl8QBDCpZeyb8caVlUtnJ0F56KlXbd5tXiuy4/W/YbYMyuIZ/ptsbhzziX/7f/ks29fAMDcq38O378YLr3UruhVVtxwpJfBGDsyFYTGBhETz7hTSimllJpUms40iRwHYm5INu/hGL908zdoWdPADiMF/QAAIABJREFUIH1xCBykMTPsk2cRe9OYDxxqYwEhwJ//TG0hw3u3PcZli99P3niDJjtvj7+1lR/mDoUDDuXsW8608xtcj2s+9TNgYKnZ7Ypulk/L5TntlbvwjY1Bu2LVdLrVNOZ67GpO5QoFWLqU/faZy3W7n0CrU8PccbZ7xohGmtri9cTEJ2UC+o2L3HMv5qQPEGLwjHDc/rW88J0DyIQxtpXFWiG2oJyMMsBgsAFuEEL4qmbtKKWUUkpNLh2JmGRVXkiVF+BFAcTQigGC3T7S/aKIXeLVYL8nvRAHCJ97rjSSEQ8L5B1vQoXb2lt+Xfo574f0t/fw7/XvpnP5sxO7uOhmuciTkPm5DjYcdBRd7zyJhr3nl2pNlL7uuAPCgAN67MpNT9Qsnn2jEdFIU2tyDk1+H2EsQSzTi//yKmJGcExIQ8KPJuA7tgujbow7IaHYJYZDzKgBgkEIxKa5aRChlFJKqemmIxGTzDFQnwjwQ3vjlwscRMIhKSij3wba7HdbH6C4l3zzQmi0n9zHf/EKBcdAyxPja1BrG633PQJHvgeAm3d7I+3xOn695wkQlZ245eP14ztXeVpWZO/+LfwhcQg818chCxLDj4kCjxNan+SCgz9Je7xuQqMoM0I00tR2zSYWOtXk3nMRdfGA7rzH/JTt5OIoQy507GhTFEV4DiyoytOTdymEI8f0JvqPLw7IyClPSimllFJTSYOICjFAgEN71sNzBC+aJE1Z/vvI2SuGhBvaT6UNGCOl/QHiniFXmMDE2pYW2mJ1pYfnHvYZ5uY6S48b8r0c/n83wWHjuKEfodr0nF9thGdsTYiwMEKV7yjwaDR2udiOWC0UCqx4bBXzugvMr4+N7zpa2+Dss+DKq3ba1Z3a+wL2mmeoiQVUeSGuKZRqjgg2wMz6xdd14DjXATCEjD4nwjW2mrkGEEoppZTaGWg6UwWJQD5w2ZKO01dwWd+XoDi+IGKGRRHFLBfXQFPS3pAPrV0Rcw35IZWfC4Hws3vbyRaGJk8B9y+jzaketKk10Vj6ucHvh1tuftXpReXVtp3OEc6xZAksf4LEE4+Qihl6zvg0LH+Ckw84h2MuWo2MNhFgqJYWW9huJ17dqSMd0FDlkfLsyFPSG7g2GwgI6YJr5z8MefHr4z5zEiMEYZG4E0arM1Ws+UoppZRS46ZBRKUUP4GOVtXJBg75wNYJKN4IjnY/6JS9KgaQ0JSmIsRdQ94ffORvn+jmB3e2ccYv17DlQ58YHBAsWULbuReM2syvrPqDTVF6lTfn5UXlTHf3mMFIKu6Q9WVQ4LBpTev2n6S1je7b72J1ct5OO58iCIWudEhdlTfq6l5xNyQTuIShwRkypOA4EB+jgFzMEQqBwRcdilBKKaXU9NMgotKMkHCFbGDX+ffFRDnxI98MDi1250QDFrnA7h/zho9EFIOKR9b7fHzhmcMCgrbe4asvfWTjfSy/77OcvOUh+6Sv8uY88exTA22VcMxgJBUz9GUDVm7Ll7Z13vDH7T9JSwtHHfsT3n7cJdw65w075WhEVzoA41CXdEdNOTIGCqGhK+/hjlJYbjSuYyfta40IpZRSSu0MNIioIJueZFdZCkK7Ks9AkCADIxLR9rJFe4afK/oEeqSRCK+siPSGZPOggCC7qZUX7niUPeoc/u3EuZx6tJ1E7RloKvQOHBiMHQCMqLWNz9x3KWeus3MlvMAfMxhJxhxu+lsv7/zx2tK27oefGDt4aW2jc8lS8o6dO/GDfT60U45GdKVDXMehOjn6P6m4Y0dhYg6kvIkHA3WJgObUOJfjVUoppZSqIA0iKqUsQPCMlD55DqJgIBBDe9beGPf7Lq0Zj6wfrb5TFkoUfy5umVPtsqGzQHvfQP58zBn46HuvzLZBAcGnf/48D9YcQHN/G59+8xwO291WTU742cHtncCSsSUtLczJ93J014sANOV7xgxGUvHhH9F3O6mxg5eWFk5+3TcH9o9Vv7qAp8J6sgHGMVTFRk83cgzMq/KpiWkgoJRSSqmZTYOICnGM7VzHEYyBunhAzAkJympHZALb/QL0Fjzash7hKC9JcdTi9XulANjaMxBEeOm+0s9N+R4bENx6C7z0Evf78wAwnR3Q1s77X1vHKW+o50u//MLwmg4jrL40pmjlpYP6bA2If9qwdMxgJCEDN89Hdb4AQLtTPebIQvuDj/NKarfS4+5YzcQDntY2OPnkio5e9GRCHGOoio39T2roykxKKaWUUjORLvFaIcbA3FShNILgGHCMIR84EFUoLp//YKsRO7gMv8k0SCnwqE7Ym9RM2TKvsWX3AUcBkHaTAye84AJY/B0Aju94Blqeofr887j4w/Mn5yKjoGMfYC0AV465e9eWTqAWgOZ8D7HQZ1Oyacy6EeuO+XvoH3i8/25xG/CMQ7YQct3DXZzy4LXUF1d2qlBtip5sgDGGqoRGCEoppZSa/XQkooKMoVQnwBhwHaHPd8kHBjCl0YUwqlRdCByCsiJzUCw0ZkpzIqqilKBMvmw51xeeL/3Y66V4pnYRYcGnf+1GjIScuPVRPr/qpumdS9DaxoUrLuf49qcBOwl7Qbadjcnm0UcWWtvY8ritqn3t05fwvoPiFILxzyX4y8o037u9lSN6TmJtYreKXn9PVmwQMULKllJKKaXUbKNBxBTyjFAIHOKurRIQUpxUbShEKzeFDKlnHT0Io5ghFRs+EuF/7esAHDAvzurqhZx0zHf54Unf4IWGxYhx+MDmB0mGhemdS9DSwpvbn+Erq34PwGt7VrF7rp2Nexw4eipVSwub47amxRHdq5m75jm29frjri2RLgu0VlUvrOj192ZDHAM1cf0npZRSSqnZT+94plDSCwmwa/6L2JWbAoF8YGsIxJ0AGFyV2FCsfm0VJydnygrL+VFe1P7zEqVtd3XX8UzVHgAc2rPWbnw1k6cnSzR/4vXdK7nj4fM5a90SFmba2NTPyKMDrW1w6y1s8epJBjnqM10sfO5x0nlbj2E8ett6Sj/3ecmBuSIVGI3oyQZ4rkNijInVSimllFKzhc6JmEKugQVVBQKBnryLwY5C5ANDzAg+I1ckNgyszpSKPukuT2fyox/nVA2s9bqxbiG3v+dzNLfmWfCXO7c7m1ekwhN+y0YaDoq+737hTWzONfHUL37P4Rd8hq50wGu/vZKDFyRYkv4NhMLm5BwWZDswwB6ZNgA2dhVorHaHP8cQfQ88ArwGgP7yuSIVmBvRnQmpTjg4GkMopZRSahegIxHTwDUwJ+GXUpnyoYPnDl7KdRAjA3MiiulM+bJ0pmieQENZEJHOCxs6Cxy3XxVmHAFET8GlvzC5bwcRRgyKAGhtY4+nHgLgQz1vgrZ2bvqrHTl4fnMOiUYutiTmMD/XAcDufVsA2NBZGNfzr9gysILVmqoF9ocKjcasWJ9ljzmJUUoIKqWUUkrNLhpETBNjhDBKZ/JDg2vsPIlisFDaL/perC9RTGdKl6UzFScb1w4pdJbOCzWJ7b/EIdCXd9iSjr+6ixlFv+/SmRtlxKClhRO3PQ7A3Hw3tLQwt3ZgYOzLi05H7riDzfscyoJ3HAvLn2D3234DwMYf/mJcKUl/W3QUbzmgGoArFr0XeeLxV7eU7Vii5WM3d+bZ++UnMd3dk3dupZRSSqmdlAYR08Qx9lN6P7SjD46xcyRGy/aXKJxIeHbORLZ8JCIcOYjoTAelidhjKc7PCMeYr5wPDH4I/QUHf5y10gKBjlxs+GhENN+hJtvLqRuWkjce3HoLQc9ABe2b619H+xXXs7XHZ369DS4aq1xS+GzMx7Y7QTqTD9nY5XPk3kninu27B15Oj6/h41GsPXHZZQSbNtObC6nJdOPcduvkPYdSSiml1E5Kg4hpYoMIm8pkjMEADoIxw+/k7dyJ6GdjSMWMXXmotY1vffpKfvRnO1egeoRRh9Q4VguSaLnZ4mjH0Jv+fGDoLbhs6IvTk3dZ358Y4SwjnDcKkgpDI6OWltIFLch20JaoZ9HxV/Hft20ctNt9j2/CD2FBgw0iTFs7u/dvZVOiabsTpNe05QFYPDfOQ+cvBmya1KsRbGtDhhara2mhsGkrVz3t876jvgOOS42fxzz4IHR1varnUUoppZSaKTSImCYGm75UCA1Ek5qbkj5zk/7g/aIKx+X39VVxh0wh5I8/v5Nr5ryJfGD3qR0hiEiOY7WgQGw7CqGhN+/Qk3cH3fjnQof2bIzegkc2cAjGtzhSaenajmystEQtUFqpCSjNdwBYLXUAfGq9TTf62oFn02hyvGk/m5JESwt1fpo+LwV+AB/64KiBxOpiENEcp7nGY261YeWNt094ZaZQ4KVf3U5X2tjgp7WNSz55GYu6P8D+77iWbx/wCZ6rW4QxsCizFQIfbrppQs+hlFJKKTXTaBAxTdyoEF0+cEoBQnlxunIGBt2EJ2MOmd4MX828obQt4UIy3Tvs2PGkM4Vi8EODY6A9G6Mz59ETzWXwQ8j6NsCw7TUjT/4ewqZI2e/bsjHSflk7liyxcxOWP8GxPx6+StIp6++hMd/LxzYs5Z6HvsY+9JZSoJJ+jqwTB9+Hvn649NIRn391qw0i9mm28zz2yrbxu4ajeOXyGwbvWExLGiW4eP65rZwZvIsbXvNRO/px2WVc33DMsP3eu/VxFhXacXNZuP9+HY1QSiml1KymQcQ0MQY8R8gEZsQUpkH7IqVUI7BVqzMvrRm0T8wvkLjtlmHH1vnbnwdQCCHA4DlCNrSpS9nABhGhGPoKLn5oU55CDOE41iCyVbgh7gquYVD7y+35u6v5yOb7B23bO72Vvy77LN97/ioac712BCBKgUqGBXpiVXzidedx59wjYUnZ6EJZQLCqNc/uDZ5N52ptY2u/jcI+se2IYWlJbNo06hyLm37/VzCwqWo38AMeengNXfFaXpdZT3XKpnV9afWfOGfdH4kSw2zEp6MRSimllJrFNIiYRnEnJBSH7cQQeI6Qi27iAVImYIm/+6B9eonRdO/tAHxt5W9L299yz/VjnlsEgtDWN3AQwtAgYsgF0ShE4JALTCkI8MOxJ2CDDR7SgUum4OA5ducRU6Ci0YXvP3M5H9uwFIB4kCcmZTO3i0uyRilQyTDPSzV78kDz4fzHgacNrkLd0kK4aTP9V1zNzX/rZVFznKzvkLv6er601gZYXV51af/8llZOWXcw9zYePvIci9Y27uuuwfMcxHHA9/nlXieSTMQ4qf95mhpqqErG+fLam6gKfUyxY3wfli8fu5OUUkoppWYwDSKmkTvO3ncNBKFdDhYg1bql9Luvrvxd6ee9ezfxyP1f5ItrbiYR2HSeuXf8ccx5AEJxjrOQcAVfDNUxn1zgkvZd2jIeroHGRIGEGxJzQkTGDiQKoaEj49LreyRdO24x4jSKaHTBALtHheTybhz2XVxKdyotyRqlQCXfdnzp8E2pZtpidTYAeOklLnomwQnHXMx3X6gB4KkNObq29LB6TR/v7VrBZ9fcQsZNINH+r5z+BR5tOIgzX/91G4xceikf/Oc7ufEeO8G7/4qrWVe9ANc4bKrajfXJuSxrOpyzNt/D/IZqqlMJ5pJj2x6HEO42F3PJD+BXv7Jfo6RZKaWUUkrNBhpETKPSbIjtZAc5RsBAPoxqRXRsA2DP9DaOb396YMdQmJ/rBODuh87lD49dOPiT+hEUgwgHm3q0W8rHGIMvhi39cUSgNh6S8qT0HTGjpicVL8cXg4jgmGhOx0gXWTbB+h833TewfdXqUQMf7+WXBj2+ZL8PQxBSuOCbXL7niayuXsgNC94G2LkjhVtuI1PTRDbVQHO+m7wTo9uk4PzzWS+1pfMEBZ/snXfxZNUi/vXPfQBcuHYejjE4rktrVTOnH3keyWSSd3U/y149GzmoYyVfrH+FritvJH/5VaNUClRKKaWUmn00iJhGrgNJN2R7CygZA4id1AxQ1VwPQHVNgnl/+tXAjh/5CNxxByTi7Jlt48julXb7GMuhFpd2HVrUOhR7918dH3xnHDVlzJEIwY6e1Mai8QcjI+9fNsF67j/8PT98/gp+vuInEBu9DsRt2fmD22kcKBR4pDM5bN/vHAPBs8/j5voJYnEWp+0Izmvf9DP+ce7pXHDwJ0v79npVvP/IC0uP9zn/RX4/5+9wHIfahCHrxtnStIhkMk68thYP4ax1S3jjc0spBA5+aNhuXppSSiml1CzhbX8XVUnVse2vl+pgb8pzgQOt20iuXwvz9yDR1c7cLasBWJhpgwdugUxm+B1+EJK/+nqcc76MNyRsDMXgy+Bo0jOCH5rSfIZyxWAjDIEhxajDqPo22GVj4+7AIMvQStyDRHMjPpzLD2y79RY4+2xobhq0608/uS9nXbuR045t4JHVaboPfR/k7mFdbh4A87IdbE3OYWGmjTddfx2bfnwtnjj0uSEH0wsX2f56rPGgQef97e5v4YXavUuPi1e+T24bbw96uNXsRcx1qK1KEHzjQhqaUnTmPPxYgJ+L6n1oDKGUUkqpXYSORMwAxthRi76Ci7RcScHYu/cVdYuJffMbXLfiB/xyxY9s6tLSpaUUoaIwCOn723Os74uT9e3cilxgSsuwBqEzKGCwaU15Uu7wAKdY3yIYIT0p7bu0pj16866tfRHdittieWMEEWXF50pGSMMKBN5+UA1/OX8xF7x3N+ZUu6zZmuFnwWGlUYVvvXgdAAf2rcffuA3p6bOrTgWGubUDMfP5L9046NzfO+CfADjv5Rv50TP/A4Dnuuyf2ULP1k4QSCUTfGvNbwnvXVaq3+FH80N68u6o1caVUkoppWYbHYmYIVwj5Dr72bb8JT7d9ji3zDuWg3rXwarVvHnQjg7ceWfpE3yJCsnlMh5dmTihGKq8EBGbSpX0hEAYNuoQGzLKMNjI6UlBCL2+SzoQwMEQlGpf5Me6wy6bG1FSXJXpfFtHIh8YMr5DKIbdG+wuTTUej6zO8IP9Tykd9pa6Hu599DxSuX785nlw95+pPuX9dOY8ctsGajfskW0F4LCeNaTdJKurFwDwifV3c1/zEbYrXcNxtBH0drO08TV8Z8OfaJQcc+76E7zzGEyqmUCgMeGT8saz8K1SSiml1OygQcQM4RgI7rufjrn7cMi6W3np7tPwZIQ78+In+NHNdzZw6Pcd+gOX+kQBP3Boz7q4jtBdgN1SBXKBQ8oLhp9rBAYwxhCEg2+ZRaAghlzg4hjBc8JS6lPcCekveIRhHmeksa8lS8Z8zlAgEzhsy8TwBRqjqt7NTmHYvvFVL7OPhPhenHbjYB55BPfdb8VNNdP321u5bvm9bE7O4V3bnuDSpy7l0N61tOx9YimIqAmynND6JB/c9ABf2vxn8osOprZzE29c/QCeCcEYHMcgN9+EOfUsAjEk3XDEIoFKKaWUUrOVpjPNEK4RCmvWkotVsWHfo4hLMLC6U7niJ/jY9J98aGjNeBRCQ8oVqmJBqUJ1KIbuvFuqVj0eJlptKRjy1GFUYy0epUCFMnDO4lK2bbnYhK9bBPp9l3TBIe27+KFTGgVpev7JYfsXA6vQ8fBjSVw/i7n5JuJ9XfQ8/TLHdzzNKZuWEZOA93X/lcVX/ohDMxsAOHnbw+SW3EXsQx/kkpevYrd8N4FxcMKAOD6OhDhhAL6PWb7crkIVGrt6llJKKaXULkRHImaIuCs0fe1z9OZdCl4A9blh+xSL0Ql2oaCs79Cdc5HQUB2zIwNGwBdAHOKODSgaEuMbhSgyRsj4Dv2FkOqYfdIQOzoRc4SYETLBQHzqGSHmhmxLx6iP+yTc8d90+2LI+Yb2XCya7G1v3OOuMGfVM7DHIYP2Dx0XJwwQxyEfryKWzcDy5TheNelkLR1zF9HUutbuHIRwwQW8ra2fv2t6jrNfWUL/jQGdm/I01c6nEE/iSFlbGxsH1X9w85DH4OoohFJKKaV2MRpEzCAJVwi8sLQCUlEo0F9wCDGEoU19EmwRt968S2MyGDQq0Jws4ItDxnfwQyE5gZt6W9ka8qHD5nSC/eqzpTbkQ4NnhGRMqCmbZmwM1MRCOgKHnrzL3JRP1ncQxNadGIGIPS4Q6C24VHsh9XGf7pxHxrdBRN25/wI3bubYjmd5eM6hpBJxOu5fTsoLCTH4/XHiXgAOxL9yDl2pBbTvfuBAEFEowKrVLAR+s/y79NXPo+fRJ8l876esr60l6YY2IkuMPKGjJhaQ8oJhy+MqpZRSSo3FGGOAbwONQAxYJiI3GGNeA5wFBMB5IuIbY94IrBORjdPX4uE0iJhhjCmGB1YYTZzuynn0+Q5gqIv5dOc95lUV8ByGpSrFXXDCkLQ4ROUgJiTlhXTnXWJOSBDawETEjhrER5mQ7RhwHSEXOIhANjBsTcdZVJcbNDKR9Z0oDcuhLuYTiqEQGGriduKy6wj9BZf6REi8vxeAI7pX8UjTobiuQ2s2hmuEOQmfXGioiS7O+/ElNBQMmcBFGtMYA3LRf5G5+wHcTB9u4JOpnkN782LC+/9C+J4TAajyRp8Rbgx4GkAopZRSauI+B+wnIqdGAcXDxpiVwLnAl4GPA+8CbgPeLSLfnL6mjkznRMwwxtjlVUXAD+2yr505j1yU6lMI7I1yNnDpy7ujFkDzHKiP+6RcKc1ZGK+YI3aORujQlffIBoaCOAShwR1jfoBnhIxv6Mp7ZHyHbOCS8wfuwv0Q+n2Hzek4bRmPPt+lEBpC7PwKYyBuhF7fI+07vPX+3/CfL13Ll1f/Edd1ScZj5HyHQAxtWc8uM1t2k19ccSoXFe0LHnqY3pom1h50PJnqBnLJauKZHpoeupOmZJ4qLxxXHQ+llFJKqQn6F+BqABER4GbgPOBQYCvQBhxijNkTWDtNbRyTjkQM0gwjTVbeiRgAgWxgvzqy0F+wN8h1sagmQwgpF/p8SI6xVGvMteNnE26DgaoYdGZhcxqqPVt3zpfhox7lHAOFEFozdjqCHXEopkJFk6gL0JO37e4v2CJ75ed0HcgUYMMrnZhl2zj5qYfJOwnOfnEprxz0ehr79ydT30wQQkNi8PO7xj5HZw7mu5D/05Nk05DOwda4DWJS3kCwkRhzmVs1efSzDKWUUrsOY8whwAHAA2WbHwPOB9Zgb+digA98FPjZVLdxPDSIKCPijVj/YGciYus6dOcNXTmb2FQTt4GDMYaq6BUNRcj4kPRMRa4pZoSamL0pz/g2sBAZu6icQfBDe7PuOPaGvT1nj8kHQi4KJFKePWdPVMA64Q6cV7DXn7n5Tkyyng0HH4ubz3JiZjPy3N04122k7pyvlp5z6LXHXKErBxJNiM4EQsqDdMEGKDGnMv2ltkc7XSml1Myxg//X2hPoEZFM2bZ2oA4bWOwLLAZuB44WkfSOPV1laBARiUUfhuYntlDRlAujm+x0QUi4YKIZDY4ztO2GmAOFil2PPb+I4GBv/j1v+/2X8uy+TtlSsX0FWwVbsDfyLobUkFGA0nkFqmPgLF1C2NlF6Lq4hQLVbVvBGPxsL8EYbYgZKBjI+vaff9wBx9gJ4Y7Z+V9/pZRSSk0/d4Q5p2U8Y8wTZY9/KSK/LHvcDHQPOaY3+n4x8BHgRWAhsMQY83WgW0Qu3+GGTyIjMvs/Aayurpb+/v7pboZSSimllJrljDFpEake4/cfBP5HROaVbTsEeBaYIyKd0bZ/B+qB3wHHAStF5P8q2vgJ0GRkpZRSSimlps5qoNkYEy/bNh/oLAsgjsTOk3gH8DTwAvC2qW7oWDSIUEoppZRSauo8hV196Q1l214H3F32+ITocQrIYydZV01VA8dDgwillFJKKaWmiIiEwH8BnwUwxjjAqcD3o8dNQFu09OtTwLzo6/lpafAodE6EUkoppZRSk2R7cyKifYoVqxuwow1LReTG6HefAP4kIn3GmIOBzwBJ4HwR6aps68dPgwillFJKKaUmyXiCiNlA05mUUkoppZRSE7JL1IlIp9NtwNzpbodSSimllJr1Wqe7AVNhl0hnUkoppZRSSk0eTWdSSimllFJKTYgGEUoppZRSSqkJmVVzIowxC4EzgB7serpVwL+KSL5sKa1GIAYsE5EbRjjHHsCHReS/h2zfF/gwUAAOBa4TkWUVvJwZo5L9PmSfk4EPiMgZk34RM0yF3+tfBf5tyO7Xi8hXJv1CZphKv9eNMf8AvBHYBrwJ+JSItFfocmaMCr/fbwfeCXSXbS6IyIJKXMtMUeE+3wf4PLARex/SBHxHRNKVu6KZocL9vhfwFeAVYCGwcaz/5+4qdqTPxzo2+v24XrMZS0RmzRe2sl9N2eOLgXOjnz8P3Bj9bIBHgKPL9p2PXYd3JfCtEc79KFAV/ZwCXgR2m+5r3hm+KtnvZftVA08C10z39e4MXxV+r399uq9vZ/2qcL+fAPyi7PEy4JPTfc07w1eF+/0moLHs8RHAZ6b7mqf7q8J9vgyYU/b4vcB/T/c17wxflep3bObJ48D8sm1XAR+b7mue7q8d7PNRjx3P8TP9a9akMxljGoG3ArVlm+8H3hL9/C/A1QBiX82bgfOKO4rIFhG5HBgtQjwYWBztmwGeBo6fvCuYmaag34u+BPx6clo9s01hn6syU9DvFwM/LXv8HhG5alIaP4NVst+NMS42cOss23wmcOUkXsKMU+E+bwLqRaSjbPO9wDsm8RJmpAr/jTkG6BSRLWXbbgC+Olntn4l2pM/HceyYx88GsyaIAHqBX2Ar+hU1A63GmEOAA4AHyn73GPaTv6HCUc5/CPBs2eM6bMrBrq7S/Y4x5nBgPbDLp3VEKt3numTbyCrW78aYPYHDgReK20RTO4oq1u8iEojIHcXHxpi/A14UEX8yGj6DVfJvTBfQHKWnFu0PrNihFs8Olez3PYG2Ids2Aq81xiRedYtnvh3p81GPBZjgazYjzZogQkR8EfmiiKwp23w69hOlPYGeaAShqB2oM8bMGef5N0hxPMqYY6LND05C02e0SveW7NxAAAAEpklEQVR7lE/4URHRUYhIpfscEGPMOcaYK4wxvzPG/MQYE5uk5s9YFe73w6L9TzDGXGOMuc4Y87/GmLpJu4AZagre7+X+Gbju1bd2dqhkn4tIgM0hv8oYc5kx5k3AF7C5+ru0Cr/Xt0bnKHcE4GLnpOySdqTPt3Ms2zt+8q9m6s2aIGIoY8yZwF0i8iA2Muwesktv9L1qAueMG2MuwqYcfKkYVKgBFej304FrJ6l5s1IF+nwxcLeIfEpEPoL9lOULk9LYWWSS+70R289Hi8gZInIa8Ffge5PV3tmiEn/bo/MeBCAi/TvcyFmmAn3+N2wqTR1wH/C8iOwSxbkmYpL7/WFgD2PMG6Nz7wu8O/pdMAnNnRV2pM+HHMtEj5+JZmUQYYx5B7BARC6KNmWAocN1xcfj/h+GiORF5F+x+W6XGmOO2+HGziKT3e/GmN2wubMvTl4rZ5dKvNdF5PMiUp5acD3wwR1q6CxTqb8xwA/Lfr4G+MCrauAsVcF+BzgbuGO7e+1iKvB33QFuBC6KguXjgK8bYz4/SU2eFSa730Ukh02j+bgx5ofA+7B/2wtAx1jH7ip2pM9HOHZCx89Usy6IiFKNjhGR8k/wVmNzMONl2+ZjJxl1MkHR0FQL8B871NhZpEL9/jYga4w5wxhzBnbJy/2ix3tNVttnqkq910fo223YT1QUFev3rUBcRLJl21qBhh1u8CwxBX/bT8KuuqciFerzNwMbRGQTgIg8ik1vmjWTTXdUpd7rIrIq+pDoa2KXdl0ArBCRwqQ1fobakT4f5dhxHz+TzaogIhqee7+IfLds27uAp7ATit5QtvvrsEtzjee8SWPMPdHay0VZbArCLq9S/S4i/ysil4vINSJyDXYOysro8SuTdgEzUAXf6zXASmPMYWWb5wPrdrjRs0Cl+h1YDsSi9fOLGoE1o+y/S6lgvxfP1QwciC6WUVLBPm9g+CIZDzJ4hZtdViXf68aYpiHz245DV+nboT4f41jGc/xMN2uCiCjS+wrwjbJtzdgXNwT+C/hstN0BTgW+P8KpHOxEo3JV2AJQ5XmD70T/8VW639UIKtzn/dg1xp8v23YqNrVml1bJfheRLmxqQXlKx9uxI567tCn6G7NoEps841W4z5cBRwz5dPatwO8mq/0z1RS81+8APhcdvxB4PXD5JF7CjLMjfT7WsQATfM1mJDNb5gYbY04CfoMdISiqA64QkS9Eq/x8G/spSApYKiI3lh0/HzgZOAdbVfCnwB+Kn3gbY07A/k+9DZiDXabuR9GbZJdV6X4v2+9M4GPY5dIuxlYM76vYhe3EpuC9fjA2XzbEFvnrE5FLKn5hO7kp6Pdq4MfYvy0bgDjw42g1m13WVPyNMcbsh13f/dDZkmawI6bgvX4gdtGMrdHv67FzJHbpZY2noN9PAz6Ency+CPiBiGyo8GXt1Hakz7d3bLTPmK/ZTDdrggillFJKKaXU1Jg16UxKKaWUUkqpqaFBhFJKKaWUUmpCNIhQSimllFJKTYgGEUoppZRSSqkJ0SBCKaWUUkopNSEaRCillFJKKaUmRIMIpZRSSiml1IRoEKGUUkoppZSakP8H3LkkgoHkZyMAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=20,v_high=80)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 30%-80%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 285,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "960f21f39acb4223bc493b8fd87b0e61",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-05-25</td>\n",
       "      <td>113</td>\n",
       "      <td>0.810976</td>\n",
       "      <td>1.5714</td>\n",
       "      <td>0.928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2018-12-24</td>\n",
       "      <td>2019-12-30</td>\n",
       "      <td>52</td>\n",
       "      <td>1.287953</td>\n",
       "      <td>1.4193</td>\n",
       "      <td>0.102</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值   总收益率\n",
       "0 2013-01-07 2015-05-25   113  0.810976  1.5714  0.928\n",
       "1 2018-12-24 2019-12-30    52  1.287953  1.4193  0.102"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：7.58%\n",
      "绝对收益：550840.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=30,v_high=80)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 40%-80%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 287,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "79cd8584d00f40ccb6c860bffe2f8d45",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-05-25</td>\n",
       "      <td>113</td>\n",
       "      <td>0.810976</td>\n",
       "      <td>1.5714</td>\n",
       "      <td>0.9280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2015-08-31</td>\n",
       "      <td>2017-07-13</td>\n",
       "      <td>88</td>\n",
       "      <td>1.095201</td>\n",
       "      <td>1.2359</td>\n",
       "      <td>0.1228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2018-08-20</td>\n",
       "      <td>2019-12-30</td>\n",
       "      <td>68</td>\n",
       "      <td>1.243970</td>\n",
       "      <td>1.4193</td>\n",
       "      <td>0.1409</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-05-25   113  0.810976  1.5714  0.9280\n",
       "1 2015-08-31 2017-07-13    88  1.095201  1.2359  0.1228\n",
       "2 2018-08-20 2019-12-30    68  1.243970  1.4193  0.1409"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：5.61%\n",
      "绝对收益：626258.0\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=40,v_high=80)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 30%-70%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 288,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "91b56f0d1dc8448daf4339e36eae9880",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-04-13</td>\n",
       "      <td>107</td>\n",
       "      <td>0.791639</td>\n",
       "      <td>1.3726</td>\n",
       "      <td>0.7252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2018-12-24</td>\n",
       "      <td>2019-04-03</td>\n",
       "      <td>14</td>\n",
       "      <td>1.177176</td>\n",
       "      <td>1.3721</td>\n",
       "      <td>0.1598</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-04-13   107  0.791639  1.3726  0.7252\n",
       "1 2018-12-24 2019-04-03    14  1.177176  1.3721  0.1598"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：7.51%\n",
      "绝对收益：399167.99999999994\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=30,v_high=70)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 40%-70%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 289,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "27748d0976a34239bed631852e612f34",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-04-13</td>\n",
       "      <td>107</td>\n",
       "      <td>0.791639</td>\n",
       "      <td>1.3726</td>\n",
       "      <td>0.7252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2015-08-31</td>\n",
       "      <td>2016-11-28</td>\n",
       "      <td>60</td>\n",
       "      <td>1.071548</td>\n",
       "      <td>1.1687</td>\n",
       "      <td>0.0852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2018-08-20</td>\n",
       "      <td>2019-04-03</td>\n",
       "      <td>30</td>\n",
       "      <td>1.145808</td>\n",
       "      <td>1.3721</td>\n",
       "      <td>0.1915</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2019-12-02</td>\n",
       "      <td>2019-12-30</td>\n",
       "      <td>5</td>\n",
       "      <td>1.378601</td>\n",
       "      <td>1.4193</td>\n",
       "      <td>0.0295</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-04-13   107  0.791639  1.3726  0.7252\n",
       "1 2015-08-31 2016-11-28    60  1.071548  1.1687  0.0852\n",
       "2 2018-08-20 2019-04-03    30  1.145808  1.3721  0.1915\n",
       "3 2019-12-02 2019-12-30     5  1.378601  1.4193  0.0295"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：5.33%\n",
      "绝对收益：443004.4999999999\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=40,v_high=70)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 20%-70%区间"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 290,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "a444019c14344d94a2af5decfee9eb48",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>起始日</th>\n",
       "      <th>截止日</th>\n",
       "      <th>投资期数</th>\n",
       "      <th>单位平均成本</th>\n",
       "      <th>期末单位净值</th>\n",
       "      <th>总收益率</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2013-01-07</td>\n",
       "      <td>2015-04-13</td>\n",
       "      <td>107</td>\n",
       "      <td>0.791639</td>\n",
       "      <td>1.3726</td>\n",
       "      <td>0.7252</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-04-13   107  0.791639  1.3726  0.7252"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "年化收益率：8.10%\n",
      "绝对收益：387981.99999999994\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x576 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "run_strategy(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=20,v_high=70)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 结果汇总"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 311,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "eec1e9c09faf4ad3a09da472f26a6f72",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=1712), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
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      "年化收益率：109.83%\n",
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       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
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      "年化收益率：108.29%\n",
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       "         起始日        截止日  投资期数    单位平均成本  期末单位净值   总收益率\n",
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     "text": [
      "年化收益率：110.21%\n",
      "绝对收益：550840.0\n"
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       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-04-13   107  0.791639  1.3726  0.7252\n",
       "1 2015-08-31 2016-11-28    60  1.071548  1.1687  0.0852\n",
       "2 2018-08-20 2019-04-03    30  1.145808  1.3721  0.1915\n",
       "3 2019-12-02 2019-12-30     5  1.378601  1.4193  0.0295"
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     "text": [
      "年化收益率：109.00%\n",
      "绝对收益：443004.4999999999\n"
     ]
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       "         起始日        截止日  投资期数    单位平均成本  期末单位净值    总收益率\n",
       "0 2013-01-07 2015-05-25   113  0.810976  1.5714  0.9280\n",
       "1 2015-08-31 2017-07-13    88  1.095201  1.2359  0.1228\n",
       "2 2018-08-20 2019-12-30    68  1.243970  1.4193  0.1409"
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    {
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     "output_type": "stream",
     "text": [
      "年化收益率：111.24%\n",
      "绝对收益：626258.0\n"
     ]
    }
   ],
   "source": [
    "result_list = []\n",
    "for v_low in [20,30,40]:\n",
    "    for v_high in [70,80]:\n",
    "        result_list.append(get_result(index_code=\"000300.SH\",fund_code=\"110020.OF\",start_date=\"20130101\",end_date=\"20200101\",v_low=v_low,v_high=v_high))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 312,
   "metadata": {},
   "outputs": [],
   "source": [
    "result_list.append(['不择时',334,629757.0,1.0468])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 313,
   "metadata": {},
   "outputs": [],
   "source": [
    "final_df = pd.DataFrame(result_list,columns=[\"估值区间\",\"总定投期数\",\"期间绝对收益\",\"年化\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 314,
   "metadata": {},
   "outputs": [],
   "source": [
    "final_df[\"绝对收益比\"] = np.round(final_df[\"期间绝对收益\"]/629757,2)\n",
    "final_df[\"年化\"] = (np.round((final_df[\"年化\"]-1)*100,2)).map(lambda x:\"{}%\".format(x))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 317,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>不择时</td>\n",
       "      <td>334</td>\n",
       "      <td>629757.0</td>\n",
       "      <td>4.68%</td>\n",
       "      <td>1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>40%-80%区间</td>\n",
       "      <td>269</td>\n",
       "      <td>626258.0</td>\n",
       "      <td>11.24%</td>\n",
       "      <td>0.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>40%-70%区间</td>\n",
       "      <td>202</td>\n",
       "      <td>443004.5</td>\n",
       "      <td>9.0%</td>\n",
       "      <td>0.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>30%-80%区间</td>\n",
       "      <td>165</td>\n",
       "      <td>550840.0</td>\n",
       "      <td>10.21%</td>\n",
       "      <td>0.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>30%-70%区间</td>\n",
       "      <td>121</td>\n",
       "      <td>399168.0</td>\n",
       "      <td>8.29%</td>\n",
       "      <td>0.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>20%-80%区间</td>\n",
       "      <td>113</td>\n",
       "      <td>524320.0</td>\n",
       "      <td>9.83%</td>\n",
       "      <td>0.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>20%-70%区间</td>\n",
       "      <td>107</td>\n",
       "      <td>387982.0</td>\n",
       "      <td>8.1%</td>\n",
       "      <td>0.62</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        估值区间  总定投期数    期间绝对收益      年化  绝对收益比\n",
       "6        不择时    334  629757.0   4.68%   1.00\n",
       "5  40%-80%区间    269  626258.0  11.24%   0.99\n",
       "4  40%-70%区间    202  443004.5    9.0%   0.70\n",
       "3  30%-80%区间    165  550840.0  10.21%   0.87\n",
       "2  30%-70%区间    121  399168.0   8.29%   0.63\n",
       "1  20%-80%区间    113  524320.0   9.83%   0.83\n",
       "0  20%-70%区间    107  387982.0    8.1%   0.62"
      ]
     },
     "execution_count": 317,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_df.sort_values(by=\"总定投期数\",ascending=False)"
   ]
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    "![](https://upload-images.jianshu.io/upload_images/8316927-33a33e5473ec8358.png?imageMogr2/auto-orient/strip%7CimageView2/2/w/1240)"
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